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Calculus

SequencesLessonsMaterialsVideos
  1. Math

Calculus

SequencesLessonsMaterialsVideos
SequencesLessonsMaterialsVideos

Fundamental concepts of limits, derivatives, and integrals for modeling change and motion. Examines techniques for differentiation and integration alongside applications in optimization, area calculation, and differential equations.

Limits and ContinuityFundamental concepts of limits, including one-sided and infinite limits, to analyze function behavior. Establishes formal criteria for continuity at points and across intervals as the basis for differentiation.
Derivative Concepts and NotationInstantaneous rates of change, slopes of tangent lines, and the formal limit definition. Introduces Leibniz and Lagrange notation for representing derivatives across different mathematical contexts.
Derivative Rules and TechniquesPower, product, quotient, and chain rules for differentiating algebraic and transcendental functions. Strengthens skills in implicit differentiation and trigonometric derivatives for modeling rates of change.
Applications of DerivativesOptimization, related rates, and curve sketching via first and second derivatives. Addresses real-world scenarios in physics and economics using the Mean Value Theorem and L'Hôpital's Rule.
Optimization ProblemsApplication of derivatives to identify absolute extrema within constrained systems. Addresses problems in surface area maximization, cost minimization, and physical efficiency.
Related RatesDifferentiation of interdependent variables with respect to time using the chain rule. Connects geometric formulas with algebraic manipulation to solve problems involving moving objects, fluid flow, and changing dimensions.
Curve Sketching and AnalysisAnalysis of function behavior using first and second derivatives to identify extrema, concavity, and points of inflection. Integrates limits, asymptotes, and intercepts to accurately visualize complex algebraic expressions graphically.
Integration Concepts and NotationFundamental principles of definite and indefinite integrals, Riemann sums, and the Fundamental Theorem of Calculus. Establishes proficiency in standard integration notation and area calculations under curves.
Antiderivatives and Indefinite IntegralsFundamental techniques for reversing differentiation using the power rule, substitution, and basic transcendental functions. Emphasizes the relationship between derivatives and indefinite integrals including the constant of integration.
Definite Integrals and AreaEvaluates the Fundamental Theorem of Calculus to determine the exact area under a curve and between multiple functions. Connects accumulation concepts to Riemann sums and definite integration techniques.
Fundamental Theorem of CalculusFormal connection between differentiation and integration through the evaluation of definite integrals using antiderivatives. Addresses both parts of the theorem to solve area problems and calculate rates of change.
Integration TechniquesSubstitution, integration by parts, partial fractions, and trigonometric substitution methods for evaluating complex integrals. Connects foundational calculus concepts to advanced applications in area, volume, and physics.
Applications of IntegrationCalculation of area between curves and volumes of solids using disk, washer, and shell methods. Connects integral calculus to physical applications like work, arc length, and centroids.
Differential EquationsExamines first-order and higher-order linear equations using techniques like separation of variables, Laplace transforms, and power series. Connects mathematical models to physical systems such as population growth, fluid dynamics, and electrical circuits.
Sequences and SeriesArithmetic and geometric progressions, summation notation, and convergence tests for infinite series. Connects patterns in numbers to limits and foundational calculus concepts.
Parametric and Polar FunctionsDifferentiation and integration techniques for curves defined by independent parameters and polar coordinates. Targets area calculations, arc length, and coordinate conversions for non-Cartesian systems.
Vector-Valued FunctionsMaps scalar inputs to vectors to define curves in two and three-dimensional space. Calculates derivatives and integrals to analyze velocity, acceleration, arc length, and curvature.
Sequence
Shadow Geometry Presentation Slides
Proportion Power Worksheet
Shadow Geometry Teacher Guide

Shadows and Angles

This advanced sequence explores related rates through the lens of geometric similarity and trigonometry, focusing on shadows and angular motion. Students move from linear proportions to complex angular derivatives, culminating in a mastery-based problem-solving seminar.

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Lenny
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Sequence
Sphere Mechanics Slides
Balloon Bursting Worksheet
Sphere Logic Teacher Guide

Volume Flow Dynamics

This sequence explores the calculus of related rates through the lens of 3D geometry and fluid dynamics. Students progress from simple spherical expansion to complex conical substitution and industrial net-flow applications.

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Lenny
1/17
Sequence
Slippery Slope Worksheet
Ladder Slip Slides
Ladder Lead Guide

Pythagorean Motion

A comprehensive exploration of Related Rates using Pythagorean geometry, moving from basic ladder problems to complex multi-object motion. Students master the calculus of moving triangles through inquiry, digital modeling, and skill-building workshops.

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Lenny
1/17
Sequence
Time Differentiation Slides
Rate Tails Worksheet

Foundations of Time-Dependent Differentiation

A foundational sequence for 11th-grade students on Related Rates in Calculus. Students move from static derivatives to dynamic, time-dependent rates of change, establishing a rigorous 4-step problem-solving protocol.

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Lenny
1/17
Sequence
Spill Spread Slides
Spill Spread Analysis Worksheet
Spill Spread Teacher Guide

Applied Analysis of Dynamic Physical Systems

A calculus sequence for undergraduate students exploring related rates through environmental, engineering, and mechanical lenses. Students analyze dynamic systems like oil spills, reservoir drainage, and piston mechanics to understand the physical significance of time-dependent derivatives.

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Lenny
1/17
Sequence
Time Derivative Slides
Rate Translation Lab Worksheet
Related Rates Facilitation Guide

Foundational Strategies for Related Rates Problems

A systematic workshop-style approach to mastering related rates in Calculus. Students progress from foundational implicit differentiation to complex geometric modeling involving Pythagorean theorem, volume expansion, conical constraints, and trigonometric rates.

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Lenny
1/17
Sequence
Angular Velocity Slides
The Tracking Eye Worksheet
Trig Rates Teacher Guide

Advanced Applications in Physics and Engineering

A high-level calculus sequence for 12th-grade students focused on related rates in complex physical and engineering contexts. Students explore trigonometric rates, multi-variable dependencies like the Ideal Gas Law, relative motion, and conclude with an engineering design project focused on safety protocols.

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Lenny
1/17
Sequence
Shadow Master Teacher Guide
Shadow Speed Slides
Shadow Scenarios Worksheet

Geometric Modeling of Dynamic Systems

This sequence explores related rates in calculus through geometric modeling of 3D systems, including fluid dynamics and shadow propagation. Students progress from 2D similar triangle models to complex 3D variable elimination in conical tanks.

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Lenny
1/17
Sequence
Chain Reaction Slides
Time Shift Worksheet
Implicit Mastery Teacher Guide

Related Rates Blueprint

This sequence establishes the foundational skills for related rates in Calculus. It covers implicit differentiation with respect to time, translating word problems into notation, and solving problems involving Pythagorean relationships and geometric shapes.

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Lenny
1/17
Sequence
Foundations Flux Slides
Foundations Flux Teacher Guide
Foundations Flux Practice Worksheet

Dynamic Flux Modeling

A condensed 3-part Calculus sequence on Related Rates, moving from linear motion models to complex geometric constraints and angular velocity.

BB

Bryce Bjork

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1/17
Sequence
Temporal Mechanics Slides
Chain Rule Mastery Worksheet
Chain Rule Mastery Answer Key

Solving Related Rates Problems in Dynamic Systems

This sequence guides undergraduate students through the modeling and solution of related rates problems, bridging the gap between static algebraic formulas and dynamic calculus concepts. Students will master implicit differentiation with respect to time and apply it to linear motion, geometric expansion, angular velocity, and fluid dynamics.

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Lenny
1/17
Sequence
Time Derivative Slides
Time Derivative Teacher Guide
Time Derivative Practice Worksheet

Modeling Dynamic Change

A comprehensive 12th-grade Calculus sequence on Related Rates, focusing on modeling dynamic physical systems through implicit differentiation and geometric relationships.

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Lenny
1/17
Sequence
Time Flux Slides
Notation Navigation Worksheet
Time Flux Facilitator Guide

Dynamic Blueprint Related Rates

This sequence guides students through the rigorous process of modeling and solving related rates problems. Learners progress from simple geometric expansions to complex multi-variable systems involving fluid dynamics and angular displacement, emphasizing a structured problem-solving protocol.

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Lenny
1/17
Sequence
Polar Area Slides
Sector Secrets Worksheet
Polar Area Teacher Key

Radial Integration Sequence

A comprehensive unit for 12th Grade Calculus students focusing on the integration of polar functions to find area, arc length, and surface area. Students transition from Cartesian thinking to radial accumulation, mastering the geometry of circular sectors and polar coordinate transformations.

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Lenny
1/18
Sequence
Radial Slope Slides
Product Rule Bridge Worksheet
Polar Slope Teacher Guide

Radial Calculus

A comprehensive unit for 12th Grade Calculus students focusing on the derivation and application of derivatives in polar coordinates. Students transition from Cartesian slope to polar slope, analyze horizontal and vertical tangency, investigate behavior at the pole, and solve optimization problems involving polar curves.

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Lenny
1/18
Sequence
Coordinate Chronicles Worksheet
Defining the Path Slides
Defining the Path Teacher Guide

Vector Voyages

A comprehensive unit on parametric equations and their applications in modeling motion. Students move from the basics of parametric curves to advanced calculus concepts like derivatives, concavity, vectors, and arc length.

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Lenny
1/18
Sequence
Path Power Slides
Coordinate Choice Challenge Worksheet
Efficiency Strategy Guide

Advanced Systems Synthesis

An advanced 11th-grade Calculus unit focusing on the integration of parametric and polar coordinate systems. Students analyze motion, calculate complex areas, perform error analysis, and complete a final synthesis project based on particle kinematics.

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Lenny
1/18
Sequence
Slicing the Sector Slides
Slicing the Sector Worksheet
Polar Integration Answer Key

Polar Integration Expedition

This calculus sequence guides 11th-grade students through the integration techniques required to calculate area and arc length within polar coordinate systems. From the geometric derivation of the polar sector formula to complex multi-curve regions and boundary measurements, students apply integral calculus to circular geometries.

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Lenny
1/18
Sequence
Polar Slope Slides
Polar Foundation Worksheet

Polar Differentiation Techniques

This sequence explores the calculus of polar functions, focusing on differentiation techniques. Students will learn to calculate slopes of tangent lines, identify horizontal and vertical tangents, analyze behavior at the pole, and apply optimization to find maximum and minimum distances from the origin.

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Lenny
1/18
Sequence
Tracking the Path Slides
Bug Hunter Teacher Guide
Bug Path Analysis Worksheet

Simulating Motion with Parametric Equations

This sequence introduces students to parametric equations through the lens of particle motion and physics simulations. Students progress from basic plotting and parameter elimination to advanced calculus applications involving derivatives, vectors, and arc length.

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Lenny
1/18
Sequence
Slopes of Polar Curves Slides
Slope Investigation Worksheet

Integration and Area in Polar Coordinates

This sequence explores calculus in the polar coordinate system, focusing on differentiation and integration. Students will master finding slopes of tangent lines, calculating areas of polar regions and intersection areas, and determining arc lengths of polar curves.

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Lenny
1/18
Sequence
Tangent Slopes Worksheet
Tangent Slopes Slides

Curve Calculus

This sequence covers the calculus of parametric curves, including first and second derivatives, tangent lines, concavity, arc length, and surface area of revolution. Designed for undergraduate calculus students, it emphasizes direct parametric differentiation and integration techniques.

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Lenny
1/18
Sequence
Vector Blueprints Worksheet
Vector Blueprints Slides
Vector Blueprints Teacher Guide

Orbital Navigators Vector Calculus

This foundational sequence introduces 12th-grade calculus students to vector-valued functions, bridging parametric equations with 3D vector analysis through the lens of aerospace navigation. Students explore domains, limits, continuity, differentiation, and integration to model and visualize complex space curves.

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Lenny
1/17
Sequence
Velocity Vector Slides
Carousel Kinematics Worksheet
Velocity Master Guide

Circular Motion and Angular Kinematics

A sophisticated sequence for undergraduate students bridging the gap between static geometry (arc length and sector area) and dynamic circular motion. This unit explores linear and angular velocity, Kepler's Second Law, satellite communication footprints, and visual angles.

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Lenny
1/17
Sequence
Radian Revolution Slides
Radian Discovery Worksheet
Conversion Key

Circle Logic

This undergraduate sequence explores the transition from degree-based geometry to the more 'natural' radian measure, focusing on the derivation of arc length and sector area formulas through proportional reasoning. Students will connect these geometric concepts to calculus preparation, analyze engineering errors, and perform formal abstract proofs.

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Lenny
1/17
Sequence
Curvilinear Blueprint Slides
Scale Factor Sprint Worksheet
Coordinate Coach Guide

Curvilinear Coordinates and Vector Analysis

This mathematical physics sequence explores the coordinate systems necessary for solving problems involving complex shapes, moving beyond Cartesian coordinates to General Curvilinear systems. Students derive scale factors, volume elements, and differential operators, culminating in solving Laplace's equation and understanding metric tensors.

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Lenny
1/18
Sequence
Flight Path Slides
Vector Map Teacher Guide
Path Finder Worksheet
Path Finder Answer Key

Vector Velocity

An advanced exploration of vector-valued functions and their applications in modeling 2D motion and force, preparing students for multivariable calculus.

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Lenny
1/18
Sequence
Coordinate Chronicles Worksheet
Defining the Path Slides
Defining the Path Teacher Guide

Vector Voyages

A comprehensive unit on parametric equations and their applications in modeling motion. Students move from the basics of parametric curves to advanced calculus concepts like derivatives, concavity, vectors, and arc length.

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Lenny
1/18
Sequence
Tracking the Path Slides
Bug Hunter Teacher Guide
Bug Path Analysis Worksheet

Simulating Motion with Parametric Equations

This sequence introduces students to parametric equations through the lens of particle motion and physics simulations. Students progress from basic plotting and parameter elimination to advanced calculus applications involving derivatives, vectors, and arc length.

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Lenny
1/18
Sequence
Field Dynamics Slides
Field Parameterization Worksheet
Mapping the Flow Lecture Notes

Vector Fields and Flows on Manifolds

An advanced graduate sequence exploring vector calculus from 3D fields to differential forms on manifolds, focusing on fluid dynamics and electromagnetic theory. It moves from parameterizing static fields to understanding global topological constraints on curved surfaces.

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Lenny
1/18
Sequence
Mapping Motion Slides
Path Analysis Worksheet

Kinematic Analysis with Vector-Valued Functions

A comprehensive advanced calculus unit exploring the use of vector-valued functions to model and analyze motion in 2D and 3D space. Students will master differentiation, integration, and arc length calculations within a kinematic context, culminating in complex projectile modeling.

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Lenny
1/17
Sequence
Path Pilot Slides
Drone Intersection Challenge Worksheet
Collision Lab Teacher Guide

Applied Modeling and Path Optimization

A project-based calculus sequence for 12th grade students focusing on the engineering applications of vector-valued functions, including path optimization, differentiability, and arc length.

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Lenny
1/17
Sequence
Path Length Slides
Arc Length Worksheet

Geometric Curves and TNB Frame

This sequence explores the intrinsic geometry of curves in 3D space, focusing on arc length parameterization, the unit tangent vector, curvature, the principal normal vector, and torsion. Students will learn to quantify how paths bend and twist using the TNB (Tangent, Normal, Binormal) frame, providing a coordinate-independent description of movement.

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Lenny
1/17
Sequence
Motion Vector Slides
Motion Vectors Worksheet
Motion Vectors Key

Vector Motion Mechanics

This sequence applies vector calculus to particle motion in two and three dimensions, interpreting derivatives and integrals as velocity, acceleration, and displacement to model real-world kinematics.

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Lenny
1/17
Sequence
Vector Blueprints Worksheet
Vector Blueprints Slides
Vector Blueprints Teacher Guide

Orbital Navigators Vector Calculus

This foundational sequence introduces 12th-grade calculus students to vector-valued functions, bridging parametric equations with 3D vector analysis through the lens of aerospace navigation. Students explore domains, limits, continuity, differentiation, and integration to model and visualize complex space curves.

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Lenny
1/17
Sequence
Curvature Introduction Slides
Curvature Practice Worksheet Refined
Curvature Teacher Guide

Geometric Analysis of Curves and the TNB Frame

A comprehensive undergraduate-level sequence exploring the intrinsic geometry of space curves through the TNB (Tangent, Normal, Binormal) frame, curvature, and torsion. Students move from basic vector functions to advanced structural analysis of curves in 3D space.

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Lenny
1/17
Sequence
Space Curve Slides
Vector Mapping Worksheet

Calculus of Motion and Vector-Valued Functions

This sequence explores vector-valued functions, connecting abstract calculus concepts to the physical world through kinematics. Students will master defining space curves, differentiating for velocity, integrating for projectile motion, and decomposing acceleration into tangential and normal components.

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Lenny
1/17
Sequence
Velocity Vector Slides
Carousel Kinematics Worksheet
Velocity Master Guide

Circular Motion and Angular Kinematics

A sophisticated sequence for undergraduate students bridging the gap between static geometry (arc length and sector area) and dynamic circular motion. This unit explores linear and angular velocity, Kepler's Second Law, satellite communication footprints, and visual angles.

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Lenny
1/17
Sequence
Space Curve Slides
Space Curve Explorer Worksheet
Space Curve Explorer Answer Key

Calculus of Motion and Space Curves

A comprehensive sequence for undergraduate students covering the calculus of vector-valued functions, from basic visualization to curvature and kinematics. Students analyze space curves, compute arc length, and decompose acceleration into tangential and normal components.

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Lenny
1/17
Sequence
Vector Visuals Slides
Curve Sketching Worksheet
Vector Intro Teacher Guide

Modeling Motion with Vector-Valued Functions

This advanced calculus sequence guides students through the theory and application of vector-valued functions, covering limits, differentiation, integration, and their real-world applications in kinematics and projectile motion.

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Lenny
1/17
Sequence
Ordinary Points Lecture Slides
Recurrence Relation Workshop
Ordinary Points Teaching Notes

Series Solutions and Special Functions

A comprehensive graduate-level exploration of series solutions for differential equations with variable coefficients, focusing on power series, the Method of Frobenius, and the properties of Bessel and Legendre functions within the framework of Sturm-Liouville theory.

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Lenny
1/18
Sequence
Field Flows Slides
Slope Scout Worksheet

Analyzing Dynamic Systems

This sequence introduces undergraduate students to first-order differential equations through geometric visualization, analytical solving techniques (separation, integrating factors), and real-world modeling of thermal, biological, and electrical systems.

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Lenny
1/18
Sequence
Shell Method Blueprints Slides
Shell Method Facilitator Guide
Shell Method Construction Sheet

Advanced Volume Techniques and Modeling

This sequence introduces advanced volume techniques in calculus, including the Shell Method and solids with known cross-sections. Students move from theoretical derivation to a project-based application where they model and calculate the volume of real-world objects.

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Lenny
1/17
Sequence
Decision Logic Worksheet
Decision Logic Slides
Strategy Facilitation Guide

Integration Strategy Mastery

A comprehensive 11th-grade calculus unit focused on strategic method selection for complex integration. Students transition from basic procedural fluency to high-level diagnostic thinking and real-world applications in physics and engineering.

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Lenny
1/17
Sequence
Fraction Surgery Slides
Decomposition Blueprint Worksheet
Decomposition Master Key

Blueprint for Integration

A comprehensive 11th-grade calculus unit focusing on Partial Fraction Decomposition for integration. The sequence moves from pure algebraic skill-building to complex integration techniques and real-world logistic growth modeling.

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Lenny
1/17
Sequence
Triangle Blueprints Slides
Triangle Blueprint Worksheet
Triangle Logic Guide

Radical Geometry

A comprehensive unit on trigonometric substitution in calculus, moving from geometric visualization of radicals to complex integration techniques and algebraic back-substitution. Students learn to map radical expressions onto right triangles and use trigonometric identities to simplify and solve integrals.

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Lenny
1/17
Sequence
Reverse Product Rule Slides
Formula Discovery Worksheet
Formula Discovery Answer Key

Integration by Parts Masterclass

This sequence introduces Integration by Parts as the inverse of the Product Rule, equipping students to handle products of unrelated functions. Through inquiry, students derive the formula, apply the LIATE heuristic, master the Tabular Method for repeated integration, and solve cyclic integrals.

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Lenny
1/17
Sequence
Reversing the Chain Rule Slides
Pattern Finder Worksheet

Mastering Integration Through Substitution

A comprehensive 5-lesson unit for 11th Grade Calculus students focusing on the u-substitution method for integration, emphasizing pattern recognition, definite integral boundary changes, and advanced algebraic manipulation.

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Lenny
1/17
Sequence
Infinity Bounds Slides
Infinity Bounds Worksheet
Infinity Bounds Answer Key

Infinity and Growth Calculus

A 12th-grade calculus unit focusing on advanced integration techniques, including improper integrals, partial fractions, and trigonometric substitution, applied to real-world modeling scenarios like population growth and physics.

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Lenny
1/17
Sequence
Wave Power Slides
Wave Energy Worksheet

Trig Integration Blueprint

This sequence explores trigonometric integration techniques, from power reduction and identity manipulation to the geometric power of trigonometric substitution. Students learn to bridge the gap between algebraic radicals and right-triangle geometry.

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Lenny
1/17
Sequence
Substitution Secrets Slides
Hidden Derivative Worksheet
Substitution Strategist Teacher Guide

Strategic Integration Methods and Decision Making

This calculus sequence focuses on mastering complex integration techniques beyond basic antiderivatives. Students learn to navigate Advanced Substitution, Integration by Parts, the Tabular Method, and Partial Fraction Decomposition through a strategy-first lens, culminating in a mastery-based mixed practice challenge.

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Lenny
1/17
Sequence
Advanced Substitution Slides
Substitution Drill Sheet
Substitution Drill Key

Mastering Advanced Integration Techniques

A comprehensive series of lessons for undergraduate Calculus II students, focusing on mastering advanced integration techniques including substitution, integration by parts, trigonometric methods, and partial fraction decomposition, culminating in a strategic synthesis workshop.

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Lenny
1/17
Sequence
Pattern Detective Worksheet
Substitution Mastery Slides
Substitution Strategies Teacher Guide

Advanced Integration Strategies

A comprehensive 12th-grade calculus unit covering advanced integration techniques, from sophisticated u-substitution to partial fraction decomposition, culminating in a strategic synthesis of all methods.

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Lenny
1/17
Sequence
Pattern Hunter Slides
Substitution Spectrum Worksheet
Pattern Recognition Teacher Guide

Advanced Integration Strategies

This advanced calculus sequence guides students through the systematic application of complex integration techniques including integration by parts, partial fractions, and trigonometric substitution. Students move from basic antiderivatives to analyzing the algebraic structure of functions to determine the most efficient solution pathway.

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Lenny
1/17
Sequence
Growth Dynamics Slides
Linear Growth Dynamics Worksheet

System Dynamics and Chaos

A graduate-level exploration of discrete dynamical systems, moving from linear growth models to the complex, chaotic behavior of the logistic map. Students apply recursive sequences to model biological and economic phenomena, emphasizing stability analysis and bifurcation theory.

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Lenny
1/18
Sequence
Radial Slope Slides
Product Rule Bridge Worksheet
Polar Slope Teacher Guide

Radial Calculus

A comprehensive unit for 12th Grade Calculus students focusing on the derivation and application of derivatives in polar coordinates. Students transition from Cartesian slope to polar slope, analyze horizontal and vertical tangency, investigate behavior at the pole, and solve optimization problems involving polar curves.

Lenny Avatar
Lenny
1/18
Sequence
Coordinate Chronicles Worksheet
Defining the Path Slides
Defining the Path Teacher Guide

Vector Voyages

A comprehensive unit on parametric equations and their applications in modeling motion. Students move from the basics of parametric curves to advanced calculus concepts like derivatives, concavity, vectors, and arc length.

Lenny Avatar
Lenny
1/18
Sequence
Polar Slope Slides
Polar Foundation Worksheet

Polar Differentiation Techniques

This sequence explores the calculus of polar functions, focusing on differentiation techniques. Students will learn to calculate slopes of tangent lines, identify horizontal and vertical tangents, analyze behavior at the pole, and apply optimization to find maximum and minimum distances from the origin.

Lenny Avatar
Lenny
1/18
Sequence
Cusps and Curves Slides
Rational Explorer Worksheet
Blueprint Teacher Guide

Rational Exponents Blueprint

A sequence for undergraduate students bridging pre-calculus and calculus by focusing on the analytical properties of functions with rational exponents. Students explore graphing, algebraic rewriting, rationalizing for limits, and growth comparison.

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Lenny
1/18
Sequence
Tangent Slopes Worksheet
Tangent Slopes Slides

Curve Calculus

This sequence covers the calculus of parametric curves, including first and second derivatives, tangent lines, concavity, arc length, and surface area of revolution. Designed for undergraduate calculus students, it emphasizes direct parametric differentiation and integration techniques.

Lenny Avatar
Lenny
1/18
Sequence
Topology Foundations Slides
Topology and Existence Worksheet

Theoretical Foundations of Convex Optimization

This sequence establishes the rigorous mathematical underpinnings necessary for advanced optimization work, moving beyond procedural calculus to analysis-based proofs. Students explore the intersection of topology, set theory, and multivariate calculus to determine the existence and uniqueness of optimal solutions.

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Lenny
1/18
Sequence
Interval Extremes Worksheet
Interval Extremes Slides
Interval Extremes Answer Key

Optimal Solutions

A comprehensive workshop series on optimization in calculus. Students master the Extreme Value Theorem, learn to translate complex word problems into mathematical models, and apply differentiation to find optimal outcomes in number theory and geometric contexts.

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Lenny
1/18
Sequence
Modeling Blueprints Slides
Translation Toolkit Worksheet
Modeling Mastery Teacher Guide

Precision Optimization

A comprehensive calculus sequence for undergraduate students focused on the rigorous application of derivatives to industrial, geometric, and economic optimization problems. Students progress from basic modeling to multi-constraint capstone analysis.

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Lenny
1/18
Sequence
Ascent Vector Slides
Steepest Ascent Worksheet
Gradient Geometry Guide

Gradient Vector Optimization

A graduate-level sequence exploring the gradient vector as the foundational tool for modern optimization. Students move from the geometric interpretation of multivariate derivatives to the implementation of stochastic algorithms used in machine learning.

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Lenny
1/18
Sequence
Motion Masterclass Slides
The Speed Trap Worksheet
Motion Facilitation Guide

Instantaneous Change

A foundational calculus unit bridging average and instantaneous rates of change. Students move from physical motion data to geometric visualization and numerical estimation, culminating in the qualitative sketching of derivative graphs and interpretation of notation in real-world contexts.

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Lenny
1/17
Sequence
Algorithm Slides
Algorithm Workshop Worksheet
Sketching Checklist Teacher Guide

Curve Sketching Mastery

A comprehensive 11th-grade calculus sequence that synthesizes domain, intercepts, symmetry, asymptotes, derivatives, and concavity into a systematic curve sketching algorithm. Students progress from procedural mastery to critical analysis of technological limitations and a final synthesis project.

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Lenny
1/17
Sequence
Blueprint Modeling Slides
Blueprint Modeling Worksheet

Optimal Design Blueprint

A project-based calculus unit where students apply curve sketching and derivative tests to real-world optimization problems, moving from modeling constraints to defending optimized designs.

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Lenny
1/17
Sequence
The First Test Slides
Slope Signpost Worksheet
Slope Signpost Answer Key

Curve Architect Mastery

This sequence guides 11th-grade students through the formal application of derivative tests to analyze function behavior. Students will master the First and Second Derivative Tests, the Extreme Value Theorem, and the analysis of non-differentiable points to find and justify relative and absolute extrema.

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Lenny
1/17
Sequence
Boundary Blueprint Slides
Gap or Wall Worksheet
Gap or Wall Answer Key

Rational Analysis and Asymptotes

This sequence explores the behavior of rational functions, focusing on limits, asymptotes, and discontinuities. Students learn to distinguish between removable and non-removable discontinuities, analyze end behavior at infinity, perform polynomial division for slant asymptotes, and synthesize these skills to sketch complex functions.

Lenny Avatar
Lenny
1/17
Sequence
Slope Discovery Slides
Graph Matching Challenge Worksheet
Slope Discovery Teacher Guide

Curve Architects

An inquiry-based exploration of the geometric relationships between functions and their derivatives. Students progress from visual observation of slope and concavity to algebraic analysis using sign charts, culminating in the ability to sketch complex curves from derivative data.

Lenny Avatar
Lenny
1/17
Sequence
Slope Secrets Worksheet
Slope Secrets Slides
Slope Secrets Answer Key

Curve Sketching and Analysis

A comprehensive 12th-grade calculus unit that synthesizes limits, first derivatives, and second derivatives to analytically sketch and analyze complex functions without technology. Students progress from isolating specific derivative behaviors to integrating all analytical tools into a master sketching protocol.

Lenny Avatar
Lenny
1/17
Sequence
Regression Roadmap Slides
Regression Analysis Worksheet

PolyLab Modeling Mastery

A project-based unit where students apply polynomial calculus concepts to real-world scenarios like business profits, projectile motion, and engineering design. Students transition from abstract solving to modeling data and optimizing outcomes using regression, intercepts, and extrema.

Lenny Avatar
Lenny
1/17
Sequence
Fence The Field Worksheet
Fence The Field Slides
Fence The Field Teacher Guide

Geometric Optimization and Efficiency Analysis

A high-school geometry sequence focusing on the mathematical relationship between surface area and volume to solve optimization problems in manufacturing and design. Students progress from 2D isoperimetric problems to 3D packaging efficiency analysis.

Lenny Avatar
Lenny
1/17
Sequence
Rate of Change Teacher Guide
Rate of Change Slides
Speed Trap Investigation Worksheet

Derivative Concepts and Notation

This undergraduate calculus sequence explores the fundamental concept of the derivative by bridging the gap between geometric intuition and algebraic rigor. Students journey from approximating slopes of tangent lines to mastering the formal limit definition, analyzing differentiability, and interpreting various mathematical notations in real-world contexts.

Lenny Avatar
Lenny
1/17
Sequence
Case File Teacher Guide
Limit Lawsuit Slides
Legal Limits Worksheet
Limit Lawyer Cards
Closing Arguments Reflection

Calculus Foundations

A series of higher-level mathematics lessons exploring calculus foundations through engaging, thematic activities and visual demonstrations.

Lenny Avatar
Lenny
1/19
Sequence
Limit Threshold Slides
Limit Definition Workshop

Rigorous Proofs in Analysis

An undergraduate-level introduction to Real Analysis focusing on the formal epsilon-N definition of limits, proof construction, Cauchy sequences, and the Bolzano-Weierstrass Theorem. Students transition from computational calculus to rigorous mathematical proof.

Lenny Avatar
Lenny
1/18
Sequence
Fixed Point Slides
Fixed Point Workshop Worksheet

Iterative Insights

This sequence explores numerical analysis through the lens of sequences, focusing on iterative methods to approximate solutions to complex equations. Students investigate fixed-point iteration, Newton's method, convergence rates, and the transition into chaotic behavior.

Lenny Avatar
Lenny
1/18
Sequence
Limit Horizons Slides
Discovery Log Worksheet

Infinite Destinations

This sequence guides undergraduate students from an intuitive understanding of sequence limits to rigorous analysis using algebraic laws, the Squeeze Theorem, L'Hôpital's Rule, and the Monotone Convergence Theorem. Students will explore how infinite processes behave as they approach infinity, bridging the gap between discrete sequences and continuous calculus.

Lenny Avatar
Lenny
1/18
Sequence
Infinite Paradoxes Worksheet
Ancient Infinity Slides
Paradox Facilitation Guide

Limits and Infinity Pedagogy

This graduate-level sequence explores the pedagogical content knowledge (PCK) needed to teach mathematical sequences and limits. It traces the historical development from Zeno's paradoxes to modern rigor, equipping educators to address common student misconceptions through inquiry-based instruction.

Lenny Avatar
Lenny
1/18
Sequence
Growth Dynamics Slides
Linear Growth Dynamics Worksheet

System Dynamics and Chaos

A graduate-level exploration of discrete dynamical systems, moving from linear growth models to the complex, chaotic behavior of the logistic map. Students apply recursive sequences to model biological and economic phenomena, emphasizing stability analysis and bifurcation theory.

Lenny Avatar
Lenny
1/18
Sequence
Growth Engines Slides
Growth Engines Teacher Guide
Interest Architect Worksheet

Quantum Growth

This sequence bridges the gap between discrete mathematics and quantitative finance, focusing on the application of geometric series to asset valuation, loan amortization, and risk management. Graduate students will develop the mathematical foundations for pricing complex financial instruments and understanding market dynamics.

Lenny Avatar
Lenny
1/18
Sequence
Infinity Bound Slides
Limit Hunters Worksheet
Limit Hunters Answer Key

Infinity Bound Sequence

This sequence introduces 11th-grade students to the behavior of sequences and series as they approach infinity. Students explore convergence, divergence, summation notation, and the paradoxes of infinite geometric series and fractals.

Lenny Avatar
Lenny
1/18
Sequence
Flight Path Slides
Vector Map Teacher Guide
Path Finder Worksheet
Path Finder Answer Key

Vector Velocity

An advanced exploration of vector-valued functions and their applications in modeling 2D motion and force, preparing students for multivariable calculus.

Lenny Avatar
Lenny
1/18
Sequence
Cusps and Curves Slides
Rational Explorer Worksheet
Blueprint Teacher Guide

Rational Exponents Blueprint

A sequence for undergraduate students bridging pre-calculus and calculus by focusing on the analytical properties of functions with rational exponents. Students explore graphing, algebraic rewriting, rationalizing for limits, and growth comparison.

Lenny Avatar
Lenny
1/18
Sequence
Ratio Test Teacher Guide
Ratio Test Slides
Ratio Test Practice Worksheet
Ratio Test Practice Worksheet Revised
Ratio Test Answer Key

Series Blueprinting

This advanced sequence introduces powerful tools for analyzing series with factorials and powers, leading to the concept of power series. Students master the Ratio and Root tests, explore absolute versus conditional convergence, and conclude by connecting series to functions through Taylor polynomials.

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Lenny
1/18
Sequence
Finite Series Slides
Series Spark Worksheet

Geometric Growth

A comprehensive unit for 11th Grade Calculus exploring geometric series through the lens of financial literacy and fractal geometry. Students transition from finite sums to infinite convergence, applying these models to population growth, Zeno's Paradox, and complex loan amortization.

Lenny Avatar
Lenny
1/18
Sequence
Divergence Test Slides
Divergence Test Worksheet
Divergence Test Key

Convergence Quest

An inquiry-based exploration of convergence tests for infinite series, focusing on visualization, logical justification, and strategic selection of testing methods. Students develop a comprehensive understanding of how to determine the behavior of unending sums.

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Lenny
1/18
Sequence
Sequence Lab Report Worksheet
Pattern Blueprint Slides
Pattern Detective Guide

Infinite Patterns

This sequence introduces 11th-grade students to the fundamental concepts of mathematical sequences, bridging the gap between algebra and calculus by exploring arithmetic and geometric progressions, recursive and explicit notation, and the behavior of sequences as they approach infinity.

Lenny Avatar
Lenny
1/18
Sequence
Pattern Blueprint Slides
Rule Builder Worksheet
Formula Architects Teacher Guide

Blueprint for Infinity

This sequence bridges algebra and calculus by formalizing numerical patterns. Students move from identifying arithmetic and geometric patterns to evaluating limits at infinity and applying the Monotonic Convergence Theorem to real-world models.

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Lenny
1/18
Sequence
Pattern Hunters Slides
Recursive Rules Discovery Activity
Pattern Logic Teacher Guide

Defining and Modeling Numerical Sequences

This sequence introduces 10th-grade students to the fundamental concepts of sequences through inquiry, pattern recognition, and algebraic modeling. Students progress from recursive rules to explicit formulas, explore limits and convergence, and master factorial notation before designing their own sequences.

Lenny Avatar
Lenny
1/18
Sequence
Topology Foundations Slides
Topology and Existence Worksheet

Theoretical Foundations of Convex Optimization

This sequence establishes the rigorous mathematical underpinnings necessary for advanced optimization work, moving beyond procedural calculus to analysis-based proofs. Students explore the intersection of topology, set theory, and multivariate calculus to determine the existence and uniqueness of optimal solutions.

Lenny Avatar
Lenny
1/18
Sequence
Ordinary Points Lecture Slides
Recurrence Relation Workshop
Ordinary Points Teaching Notes

Series Solutions and Special Functions

A comprehensive graduate-level exploration of series solutions for differential equations with variable coefficients, focusing on power series, the Method of Frobenius, and the properties of Bessel and Legendre functions within the framework of Sturm-Liouville theory.

Lenny Avatar
Lenny
1/18
Sequence
Lipschitz Mapping Slides
Contraction Proof Facilitator
Lipschitz Contractor Worksheet

Analytic Foundations of ODEs

A rigorous graduate-level sequence exploring the existence, uniqueness, and stability of solutions to ordinary differential equations using functional analysis and metric space theory.

Lenny Avatar
Lenny
1/18
Sequence
Summing Infinity Slides
Summing Infinity Worksheet
Summing Infinity Teacher Notes

Convergence Chronicles

This sequence guides undergraduate students through the transition from sequences to infinite series, focusing on determining convergence and divergence using various tests. Students develop a systematic approach to analyzing series, moving from basic geometric sums to complex absolute and conditional convergence.

Lenny Avatar
Lenny
1/18
Sequence
Coordinate Chronicles Worksheet
Defining the Path Slides
Defining the Path Teacher Guide

Vector Voyages

A comprehensive unit on parametric equations and their applications in modeling motion. Students move from the basics of parametric curves to advanced calculus concepts like derivatives, concavity, vectors, and arc length.

Lenny Avatar
Lenny
1/18
Sequence
Path Power Slides
Coordinate Choice Challenge Worksheet
Efficiency Strategy Guide

Advanced Systems Synthesis

An advanced 11th-grade Calculus unit focusing on the integration of parametric and polar coordinate systems. Students analyze motion, calculate complex areas, perform error analysis, and complete a final synthesis project based on particle kinematics.

Lenny Avatar
Lenny
1/18
Sequence
Tangent Slopes Worksheet
Tangent Slopes Slides

Curve Calculus

This sequence covers the calculus of parametric curves, including first and second derivatives, tangent lines, concavity, arc length, and surface area of revolution. Designed for undergraduate calculus students, it emphasizes direct parametric differentiation and integration techniques.

Lenny Avatar
Lenny
1/18
Sequence
Infinite Boundaries Slides
Area Adder Worksheet
Visual Convergence Guide

Infinite Geometry Modeling

This sequence explores the intersection of calculus and geometry through infinite series and fractals. Students investigate convergence and divergence using visual area models, fractal dimensions, and physical simulations like block stacking.

Lenny Avatar
Lenny
1/18
Sequence
Curve Stretching Slides
Arc Length Mastery Worksheet
Arc Length Mastery Key

Analyzing Arc Length and Centroids

A comprehensive 11th Grade Calculus sequence covering applications of integration including arc length, surface area of revolution, centroids, and the theorems of Pappus. Students explore the geometric properties of curves and regions using analytical methods.

Lenny Avatar
Lenny
1/17
Sequence
Spring Foundations Slides
Spring Power Worksheet
Variable Force Teacher Guide

Force and Flow

This sequence connects calculus to physics by applying integration to calculate Work and Force in variable systems. Students explore Hooke's Law, tank pumping, and lifting variable-mass objects, culminating in a mastery assessment of physical engineering applications.

Lenny Avatar
Lenny
1/17
Sequence
Shell Method Blueprints Slides
Shell Method Facilitator Guide
Shell Method Construction Sheet

Advanced Volume Techniques and Modeling

This sequence introduces advanced volume techniques in calculus, including the Shell Method and solids with known cross-sections. Students move from theoretical derivation to a project-based application where they model and calculate the volume of real-world objects.

Lenny Avatar
Lenny
1/17
Sequence
Vertical Slicing Slides
Curve Capture Worksheet
Curve Capture Answer Key

Computing Areas and Rotational Volumes

This sequence guides 11th-grade students through the transition from 2D area calculations to 3D volume determinations using integral calculus. Students will master vertical and horizontal slicing techniques for area, and progress to the Disk and Washer methods for rotational volumes.

Lenny Avatar
Lenny
1/17
Sequence
Area Between Curves Slides
Logo Ink Worksheet
Area Between Curves Teacher Guide

Shape Shifters Geometric Modeling

A comprehensive Calculus unit focused on calculating areas and volumes using integration. Students move from 2D area analysis to 3D geometric modeling using disks, washers, and cross-sections, culminating in a real-world modeling project.

Lenny Avatar
Lenny
1/17
Sequence
Decision Logic Worksheet
Decision Logic Slides
Strategy Facilitation Guide

Integration Strategy Mastery

A comprehensive 11th-grade calculus unit focused on strategic method selection for complex integration. Students transition from basic procedural fluency to high-level diagnostic thinking and real-world applications in physics and engineering.

Lenny Avatar
Lenny
1/17
Sequence
Infinity Bounds Slides
Infinity Bounds Worksheet
Infinity Bounds Answer Key

Infinity and Growth Calculus

A 12th-grade calculus unit focusing on advanced integration techniques, including improper integrals, partial fractions, and trigonometric substitution, applied to real-world modeling scenarios like population growth and physics.

Lenny Avatar
Lenny
1/17
Sequence
Wave Power Slides
Wave Energy Worksheet

Trig Integration Blueprint

This sequence explores trigonometric integration techniques, from power reduction and identity manipulation to the geometric power of trigonometric substitution. Students learn to bridge the gap between algebraic radicals and right-triangle geometry.

Lenny Avatar
Lenny
1/17
Sequence
Slicing Space Slides
Slice and Stack Worksheet
Volume Foundations Teacher Guide

Volume Blueprint Derivations

A 12th-grade geometry sequence exploring the derivation of volume formulas using Cavalieri's Principle, limits, and cross-sectional analysis to bridge geometry and calculus.

Lenny Avatar
Lenny
1/17
Sequence
Expansion Logic Worksheet
Projection Power Slides
Dilation Master Guide

Fractal Horizons

This undergraduate geometry sequence bridges classical Euclidean similarity with modern fractal theory. Students progress from formal proofs of homothety to calculating the Hausdorff dimension of self-similar sets, exploring how scaling laws govern both biological structures and infinite recursive shapes.

Lenny Avatar
Lenny
1/17
Sequence
Velocity Vector Slides
Carousel Kinematics Worksheet
Velocity Master Guide

Circular Motion and Angular Kinematics

A sophisticated sequence for undergraduate students bridging the gap between static geometry (arc length and sector area) and dynamic circular motion. This unit explores linear and angular velocity, Kepler's Second Law, satellite communication footprints, and visual angles.

Lenny Avatar
Lenny
1/17
Sequence
Boundary Blueprints Worksheet
Boundary Blueprints Slides

Modeling 3D Geometry and Physical Forces through Integration

A comprehensive sequence for undergraduate students exploring the geometric and physical applications of definite integrals, from area and volume to work and centroids. The curriculum emphasizes spatial visualization and strategic selection of integration methods.

Lenny Avatar
Lenny
1/17
Sequence
Boundaries of Area Worksheet
Boundaries of Area Slides
Boundaries of Area Teacher Guide

Volume Mastery Sequence

An advanced calculus sequence covering the calculation of area between curves and the volume of solids of revolution using disk, washer, and shell methods. Students transition from 2D area analysis to 3D spatial visualization and integration.

Lenny Avatar
Lenny
1/17
Sequence
Area Blueprint Slides
Curve Crossing Worksheet
Curve Crossing Answer Key

Geometric Modeling Using Definite Integrals

This sequence guides students through the geometric applications of definite integrals, transitioning from two-dimensional area analysis to complex three-dimensional volume modeling and arc length. Students will master techniques including the area between curves, disk, washer, and shell methods, and the rectification of smooth curves.

Lenny Avatar
Lenny
1/17
Sequence
Fixed Point Slides
Fixed Point Workshop Worksheet

Iterative Insights

This sequence explores numerical analysis through the lens of sequences, focusing on iterative methods to approximate solutions to complex equations. Students investigate fixed-point iteration, Newton's method, convergence rates, and the transition into chaotic behavior.

Lenny Avatar
Lenny
1/18
Sequence
Infinite Paradoxes Worksheet
Ancient Infinity Slides
Paradox Facilitation Guide

Limits and Infinity Pedagogy

This graduate-level sequence explores the pedagogical content knowledge (PCK) needed to teach mathematical sequences and limits. It traces the historical development from Zeno's paradoxes to modern rigor, equipping educators to address common student misconceptions through inquiry-based instruction.

Lenny Avatar
Lenny
1/18
Sequence
Growth Dynamics Slides
Linear Growth Dynamics Worksheet

System Dynamics and Chaos

A graduate-level exploration of discrete dynamical systems, moving from linear growth models to the complex, chaotic behavior of the logistic map. Students apply recursive sequences to model biological and economic phenomena, emphasizing stability analysis and bifurcation theory.

Lenny Avatar
Lenny
1/18
Sequence
Flight Path Slides
Vector Map Teacher Guide
Path Finder Worksheet
Path Finder Answer Key

Vector Velocity

An advanced exploration of vector-valued functions and their applications in modeling 2D motion and force, preparing students for multivariable calculus.

Lenny Avatar
Lenny
1/18
Sequence
Coordinate Chronicles Worksheet
Defining the Path Slides
Defining the Path Teacher Guide

Vector Voyages

A comprehensive unit on parametric equations and their applications in modeling motion. Students move from the basics of parametric curves to advanced calculus concepts like derivatives, concavity, vectors, and arc length.

Lenny Avatar
Lenny
1/18
Sequence
Utility Gap Slides
Utility Function Worksheet

Quantitative Finance and Risk Assessment

A graduate-level exploration of expected value applications in finance, covering utility theory, portfolio optimization, risk-neutral pricing, and tail risk metrics. Students transition from theoretical foundations to computational implementation using Monte Carlo methods.

Lenny Avatar
Lenny
1/18
Sequence
Cusps and Curves Slides
Rational Explorer Worksheet
Blueprint Teacher Guide

Rational Exponents Blueprint

A sequence for undergraduate students bridging pre-calculus and calculus by focusing on the analytical properties of functions with rational exponents. Students explore graphing, algebraic rewriting, rationalizing for limits, and growth comparison.

Lenny Avatar
Lenny
1/18
Sequence
Local Linearity Worksheet
Linear Drafting Slides
Linear Drafting Answer Key

Series Blueprints

This advanced sequence bridges series to function approximation, introducing Power Series and Taylor Polynomials. Students discover how polynomials can mimic complex curves like sine and cosine, moving from simple tangent lines to higher-order polynomials while investigating convergence and approximation error.

Lenny Avatar
Lenny
1/18
Sequence
Functional Foundations Slides
Functional Foundations Worksheet
Functionals Facilitation Guide

Path of Least Resistance

A graduate-level exploration of the Calculus of Variations, focusing on optimizing functionals. Students derive the Euler-Lagrange equation and apply it to physics and geometry problems like the Brachistochrone and Isoperimetric challenges.

Lenny Avatar
Lenny
1/18
Sequence
Descent Dynamics Slides
Line Search Logic Worksheet
Line Search Answer Key

Numerical Optimization Methods

A comprehensive graduate-level exploration of numerical optimization algorithms, moving from first-order gradient descent to second-order Newton methods and computationally efficient Quasi-Newton approaches. Students analyze convergence rates, stability, and strategies for navigating complex, non-convex landscapes.

Lenny Avatar
Lenny
1/18
Sequence
Ascent Vector Slides
Steepest Ascent Worksheet
Gradient Geometry Guide

Gradient Vector Optimization

A graduate-level sequence exploring the gradient vector as the foundational tool for modern optimization. Students move from the geometric interpretation of multivariate derivatives to the implementation of stochastic algorithms used in machine learning.

Lenny Avatar
Lenny
1/18
Sequence
Mapping Motion Slides
Path Analysis Worksheet

Kinematic Analysis with Vector-Valued Functions

A comprehensive advanced calculus unit exploring the use of vector-valued functions to model and analyze motion in 2D and 3D space. Students will master differentiation, integration, and arc length calculations within a kinematic context, culminating in complex projectile modeling.

Lenny Avatar
Lenny
1/17
Sequence
Family Finder Worksheet
Mystery of C Slides
Mystery of C Teacher Guide

Antiderivatives and Indefinite Integration Techniques

A technical skill-building sequence for 11th-grade students focusing on the algebraic processes of finding antiderivatives, from basic power rules to solving initial value problems.

Lenny Avatar
Lenny
1/17
Sequence
Difference Quotient Teacher Guide
Difference Quotient Slides
Difference Quotient Worksheet

Limitless Slopes

A comprehensive introduction to the formal definition of the derivative, moving from the algebraic construction of the difference quotient to the rigorous limit definition. Students explore differentiability, continuity, and notation fluency.

Lenny Avatar
Lenny
1/17
Sequence
Motion Masterclass Slides
The Speed Trap Worksheet
Motion Facilitation Guide

Instantaneous Change

A foundational calculus unit bridging average and instantaneous rates of change. Students move from physical motion data to geometric visualization and numerical estimation, culminating in the qualitative sketching of derivative graphs and interpretation of notation in real-world contexts.

Lenny Avatar
Lenny
1/17
Sequence
Algorithm Slides
Algorithm Workshop Worksheet
Sketching Checklist Teacher Guide

Curve Sketching Mastery

A comprehensive 11th-grade calculus sequence that synthesizes domain, intercepts, symmetry, asymptotes, derivatives, and concavity into a systematic curve sketching algorithm. Students progress from procedural mastery to critical analysis of technological limitations and a final synthesis project.

Lenny Avatar
Lenny
1/17
Sequence
The First Test Slides
Slope Signpost Worksheet
Slope Signpost Answer Key

Curve Architect Mastery

This sequence guides 11th-grade students through the formal application of derivative tests to analyze function behavior. Students will master the First and Second Derivative Tests, the Extreme Value Theorem, and the analysis of non-differentiable points to find and justify relative and absolute extrema.

Lenny Avatar
Lenny
1/17
Sequence
Slope Discovery Slides
Graph Matching Challenge Worksheet
Slope Discovery Teacher Guide

Curve Architects

An inquiry-based exploration of the geometric relationships between functions and their derivatives. Students progress from visual observation of slope and concavity to algebraic analysis using sign charts, culminating in the ability to sketch complex curves from derivative data.

Lenny Avatar
Lenny
1/17
Sequence
Ensemble Exploration Slides
Paths and Parameters Worksheet

Random Processes in Statistics

A comprehensive sequence on stochastic processes, stationarity, autocorrelation, and ergodicity, designed for undergraduate statistics and engineering students. The sequence moves from basic definitions of ensemble averages to the complex relationship between time and statistical averages.

Lenny Avatar
Lenny
1/17
Sequence
Root Hunting Presentation
Roots Discovery Worksheet
Root Hunting Teacher Guide

Numerical Roots Sequence

This sequence explores irrational numbers through the lens of numerical analysis and computer science. Students learn to approximate roots using Newton's Method, transition from manual calculation to algorithmic thinking, and analyze how computers handle infinite decimals.

Lenny Avatar
Lenny
1/17
Sequence
Fixed Point Slides
Fixed Point Workshop Worksheet

Iterative Insights

This sequence explores numerical analysis through the lens of sequences, focusing on iterative methods to approximate solutions to complex equations. Students investigate fixed-point iteration, Newton's method, convergence rates, and the transition into chaotic behavior.

Lenny Avatar
Lenny
1/18
Sequence
Growth Engines Slides
Growth Engines Teacher Guide
Interest Architect Worksheet

Quantum Growth

This sequence bridges the gap between discrete mathematics and quantitative finance, focusing on the application of geometric series to asset valuation, loan amortization, and risk management. Graduate students will develop the mathematical foundations for pricing complex financial instruments and understanding market dynamics.

Lenny Avatar
Lenny
1/18
Sequence
Radial Slope Slides
Product Rule Bridge Worksheet
Polar Slope Teacher Guide

Radial Calculus

A comprehensive unit for 12th Grade Calculus students focusing on the derivation and application of derivatives in polar coordinates. Students transition from Cartesian slope to polar slope, analyze horizontal and vertical tangency, investigate behavior at the pole, and solve optimization problems involving polar curves.

Lenny Avatar
Lenny
1/18
Sequence
Coordinate Chronicles Worksheet
Defining the Path Slides
Defining the Path Teacher Guide

Vector Voyages

A comprehensive unit on parametric equations and their applications in modeling motion. Students move from the basics of parametric curves to advanced calculus concepts like derivatives, concavity, vectors, and arc length.

Lenny Avatar
Lenny
1/18
Sequence
Path Power Slides
Coordinate Choice Challenge Worksheet
Efficiency Strategy Guide

Advanced Systems Synthesis

An advanced 11th-grade Calculus unit focusing on the integration of parametric and polar coordinate systems. Students analyze motion, calculate complex areas, perform error analysis, and complete a final synthesis project based on particle kinematics.

Lenny Avatar
Lenny
1/18
Sequence
Translating Roots Slides
Radical Translation Lab Worksheet
Radical Translation Lab Answer Key

Blueprint of Rational Exponents

This sequence bridges the gap between radical notation and exponential notation, establishing a unified system for algebraic manipulation. Students begin by defining rational exponents through the lens of roots and powers, then systematically apply the laws of exponents to simplify expressions containing fractional powers.

Lenny Avatar
Lenny
1/18
Sequence
Slicing the Sector Slides
Slicing the Sector Worksheet
Polar Integration Answer Key

Polar Integration Expedition

This calculus sequence guides 11th-grade students through the integration techniques required to calculate area and arc length within polar coordinate systems. From the geometric derivation of the polar sector formula to complex multi-curve regions and boundary measurements, students apply integral calculus to circular geometries.

Lenny Avatar
Lenny
1/18
Sequence
Polar Slope Slides
Polar Foundation Worksheet

Polar Differentiation Techniques

This sequence explores the calculus of polar functions, focusing on differentiation techniques. Students will learn to calculate slopes of tangent lines, identify horizontal and vertical tangents, analyze behavior at the pole, and apply optimization to find maximum and minimum distances from the origin.

Lenny Avatar
Lenny
1/18
Sequence
Tracking the Path Slides
Bug Hunter Teacher Guide
Bug Path Analysis Worksheet

Simulating Motion with Parametric Equations

This sequence introduces students to parametric equations through the lens of particle motion and physics simulations. Students progress from basic plotting and parameter elimination to advanced calculus applications involving derivatives, vectors, and arc length.

Lenny Avatar
Lenny
1/18
Sequence
Cusps and Curves Slides
Rational Explorer Worksheet
Blueprint Teacher Guide

Rational Exponents Blueprint

A sequence for undergraduate students bridging pre-calculus and calculus by focusing on the analytical properties of functions with rational exponents. Students explore graphing, algebraic rewriting, rationalizing for limits, and growth comparison.

Lenny Avatar
Lenny
1/18
Sequence
Slopes of Polar Curves Slides
Slope Investigation Worksheet

Integration and Area in Polar Coordinates

This sequence explores calculus in the polar coordinate system, focusing on differentiation and integration. Students will master finding slopes of tangent lines, calculating areas of polar regions and intersection areas, and determining arc lengths of polar curves.

Lenny Avatar
Lenny
1/18
Sequence
Tangent Slopes Worksheet
Tangent Slopes Slides

Curve Calculus

This sequence covers the calculus of parametric curves, including first and second derivatives, tangent lines, concavity, arc length, and surface area of revolution. Designed for undergraduate calculus students, it emphasizes direct parametric differentiation and integration techniques.

Lenny Avatar
Lenny
1/18
Sequence
Local Linearity Worksheet
Linear Drafting Slides
Linear Drafting Answer Key

Series Blueprints

This advanced sequence bridges series to function approximation, introducing Power Series and Taylor Polynomials. Students discover how polynomials can mimic complex curves like sine and cosine, moving from simple tangent lines to higher-order polynomials while investigating convergence and approximation error.

Lenny Avatar
Lenny
1/18
Sequence
Functional Foundations Slides
Functional Foundations Worksheet
Functionals Facilitation Guide

Path of Least Resistance

A graduate-level exploration of the Calculus of Variations, focusing on optimizing functionals. Students derive the Euler-Lagrange equation and apply it to physics and geometry problems like the Brachistochrone and Isoperimetric challenges.

Lenny Avatar
Lenny
1/18
Sequence
Tangent Worlds Slides
Gradient Guides Teacher Resource
Gradient Alignment Worksheet

Advanced Constrained Optimization and Duality

A graduate-level sequence on constrained optimization, covering Lagrange Multipliers, KKT conditions, and sensitivity analysis for economics and engineering applications.

Lenny Avatar
Lenny
1/18
Sequence
Descent Dynamics Slides
Line Search Logic Worksheet
Line Search Answer Key

Numerical Optimization Methods

A comprehensive graduate-level exploration of numerical optimization algorithms, moving from first-order gradient descent to second-order Newton methods and computationally efficient Quasi-Newton approaches. Students analyze convergence rates, stability, and strategies for navigating complex, non-convex landscapes.

Lenny Avatar
Lenny
1/18
Sequence
Topology Foundations Slides
Topology and Existence Worksheet

Theoretical Foundations of Convex Optimization

This sequence establishes the rigorous mathematical underpinnings necessary for advanced optimization work, moving beyond procedural calculus to analysis-based proofs. Students explore the intersection of topology, set theory, and multivariate calculus to determine the existence and uniqueness of optimal solutions.

Lenny Avatar
Lenny
1/18
Sequence
Breaking the Line Slides
Statistical Pathologies Teacher Guide
Association Detectives Worksheet

Non Linear Association and Non Parametric Analysis

A graduate-level exploration of non-linear bivariate analysis, moving from the limitations of linear correlation to rank-based methods, local regression, and information-theoretic metrics. Students develop the skills to quantify complex dependencies in biological, financial, and environmental systems where standard assumptions fail.

Lenny Avatar
Lenny
1/18
Sequence
Optimal Geometry Worksheet
Optimal Geometry Slides
Optimal Geometry Teacher Guide

Pathfinders Optimization Sequence

An inquiry-based exploration of calculus optimization, focusing on real-world efficiency in travel time, infrastructure cost, and business profit. Students progress from geometric shortest-paths to complex rate-based modeling.

Lenny Avatar
Lenny
1/18
Sequence
Interval Extremes Worksheet
Interval Extremes Slides
Interval Extremes Answer Key

Optimal Solutions

A comprehensive workshop series on optimization in calculus. Students master the Extreme Value Theorem, learn to translate complex word problems into mathematical models, and apply differentiation to find optimal outcomes in number theory and geometric contexts.

Lenny Avatar
Lenny
1/18
Sequence
Curvilinear Blueprint Slides
Scale Factor Sprint Worksheet
Coordinate Coach Guide

Curvilinear Coordinates and Vector Analysis

This mathematical physics sequence explores the coordinate systems necessary for solving problems involving complex shapes, moving beyond Cartesian coordinates to General Curvilinear systems. Students derive scale factors, volume elements, and differential operators, culminating in solving Laplace's equation and understanding metric tensors.

Lenny Avatar
Lenny
1/18
Sequence
Flight Path Slides
Vector Map Teacher Guide
Path Finder Worksheet
Path Finder Answer Key

Vector Velocity

An advanced exploration of vector-valued functions and their applications in modeling 2D motion and force, preparing students for multivariable calculus.

Lenny Avatar
Lenny
1/18
Sequence
Functional Foundations Slides
Functional Foundations Worksheet
Functionals Facilitation Guide

Path of Least Resistance

A graduate-level exploration of the Calculus of Variations, focusing on optimizing functionals. Students derive the Euler-Lagrange equation and apply it to physics and geometry problems like the Brachistochrone and Isoperimetric challenges.

Lenny Avatar
Lenny
1/18
Sequence
Topology Foundations Slides
Topology and Existence Worksheet

Theoretical Foundations of Convex Optimization

This sequence establishes the rigorous mathematical underpinnings necessary for advanced optimization work, moving beyond procedural calculus to analysis-based proofs. Students explore the intersection of topology, set theory, and multivariate calculus to determine the existence and uniqueness of optimal solutions.

Lenny Avatar
Lenny
1/18
Sequence
Ordinary Points Lecture Slides
Recurrence Relation Workshop
Ordinary Points Teaching Notes

Series Solutions and Special Functions

A comprehensive graduate-level exploration of series solutions for differential equations with variable coefficients, focusing on power series, the Method of Frobenius, and the properties of Bessel and Legendre functions within the framework of Sturm-Liouville theory.

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Lenny
1/18
Sequence
Linear Systems Slides
Phase Plane Worksheet
Linear Systems Answer Key

Qualitative Analysis and Stability of Nonlinear Systems

A graduate-level exploration of dynamical systems, focusing on the qualitative analysis of stability, phase portraits, and topological changes in nonlinear differential equations. Students move from linear classification to advanced stability proofs using Lyapunov functions and bifurcation theory.

Lenny Avatar
Lenny
1/18
Sequence
Lipschitz Mapping Slides
Contraction Proof Facilitator
Lipschitz Contractor Worksheet

Analytic Foundations of ODEs

A rigorous graduate-level sequence exploring the existence, uniqueness, and stability of solutions to ordinary differential equations using functional analysis and metric space theory.

Lenny Avatar
Lenny
1/18
Sequence
Power Series Convergence Slides
Convergence Workshop Worksheet
Convergence Teacher Guide

Power Series Representations and Applications

A comprehensive sequence for undergraduate calculus students exploring the construction, convergence, and real-world utility of power series. Students move from the technical mechanics of convergence tests to applying Taylor series in physics and engineering contexts.

Lenny Avatar
Lenny
1/18
Sequence
Field Flows Slides
Slope Scout Worksheet

Analyzing Dynamic Systems

This sequence introduces undergraduate students to first-order differential equations through geometric visualization, analytical solving techniques (separation, integrating factors), and real-world modeling of thermal, biological, and electrical systems.

Lenny Avatar
Lenny
1/18
Sequence
Field Dynamics Slides
Field Parameterization Worksheet
Mapping the Flow Lecture Notes

Vector Fields and Flows on Manifolds

An advanced graduate sequence exploring vector calculus from 3D fields to differential forms on manifolds, focusing on fluid dynamics and electromagnetic theory. It moves from parameterizing static fields to understanding global topological constraints on curved surfaces.

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Lenny
1/18
Sequence
Mapping Motion Slides
Path Analysis Worksheet

Kinematic Analysis with Vector-Valued Functions

A comprehensive advanced calculus unit exploring the use of vector-valued functions to model and analyze motion in 2D and 3D space. Students will master differentiation, integration, and arc length calculations within a kinematic context, culminating in complex projectile modeling.

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Lenny
1/17
Sequence
Markov Chains Presentation Slides
Dynamics Facilitation Guide
Dynamics Dynamics Worksheet

Stochastic Modeling and Analysis

An advanced graduate-level exploration of stochastic processes, covering discrete and continuous-time Markov chains, Poisson processes, and queueing theory. The sequence bridges theoretical rigor with computational application through simulations and real-world modeling.

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Lenny
1/17
Sequence
Fraction Surgery Slides
Decomposition Blueprint Worksheet
Decomposition Master Key

Blueprint for Integration

A comprehensive 11th-grade calculus unit focusing on Partial Fraction Decomposition for integration. The sequence moves from pure algebraic skill-building to complex integration techniques and real-world logistic growth modeling.

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Lenny
1/17
Sequence
Infinity Bounds Slides
Infinity Bounds Worksheet
Infinity Bounds Answer Key

Infinity and Growth Calculus

A 12th-grade calculus unit focusing on advanced integration techniques, including improper integrals, partial fractions, and trigonometric substitution, applied to real-world modeling scenarios like population growth and physics.

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Lenny
1/17
Sequence
Arrival Architect Slides
Arrival Architect Lab
Stochastic Foundations Teacher Guide

Stochastic Simulation Mastery

A graduate-level sequence exploring continuous-time stochastic processes through the lens of computational simulation. Students transition from discrete to continuous time models, focusing on Poisson processes, CTMCs, and queuing theory with a strong emphasis on empirical validation and theoretical rigor.

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Lenny
1/17
Sequence
Poisson Limit Slides
Bernoulli Transition Worksheet
Derivation Master Teacher Guide

Continuous-Time Poisson Modeling

An undergraduate-level sequence exploring Poisson processes as continuous-time counting models, covering derivations, inter-arrival times, superposition, order statistics, and non-homogeneous variations.

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Lenny
1/17
Sequence
Pattern Detective Worksheet
Substitution Mastery Slides
Substitution Strategies Teacher Guide

Advanced Integration Strategies

A comprehensive 12th-grade calculus unit covering advanced integration techniques, from sophisticated u-substitution to partial fraction decomposition, culminating in a strategic synthesis of all methods.

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Lenny
1/17
Sequence
The Breaking Point Worksheet
The Breaking Point Slides
The Breaking Point Teacher Guide

Crisis Calculus Modeling Growth

A high-level mathematics sequence for 12th-grade students exploring the transition from exponential growth to logistic models in the context of epidemiology. Students will analyze parameters, perform regression on real-world data, and use mathematical modeling to inform policy decisions.

Lenny Avatar
Lenny
1/17
Sequence
Growth Engines Slides
Growth Engines Teacher Guide
Interest Architect Worksheet

Quantum Growth

This sequence bridges the gap between discrete mathematics and quantitative finance, focusing on the application of geometric series to asset valuation, loan amortization, and risk management. Graduate students will develop the mathematical foundations for pricing complex financial instruments and understanding market dynamics.

Lenny Avatar
Lenny
1/18
Sequence
Radial Slope Slides
Product Rule Bridge Worksheet
Polar Slope Teacher Guide

Radial Calculus

A comprehensive unit for 12th Grade Calculus students focusing on the derivation and application of derivatives in polar coordinates. Students transition from Cartesian slope to polar slope, analyze horizontal and vertical tangency, investigate behavior at the pole, and solve optimization problems involving polar curves.

Lenny Avatar
Lenny
1/18
Sequence
Polar Slope Slides
Polar Foundation Worksheet

Polar Differentiation Techniques

This sequence explores the calculus of polar functions, focusing on differentiation techniques. Students will learn to calculate slopes of tangent lines, identify horizontal and vertical tangents, analyze behavior at the pole, and apply optimization to find maximum and minimum distances from the origin.

Lenny Avatar
Lenny
1/18
Sequence
Utility Gap Slides
Utility Function Worksheet

Quantitative Finance and Risk Assessment

A graduate-level exploration of expected value applications in finance, covering utility theory, portfolio optimization, risk-neutral pricing, and tail risk metrics. Students transition from theoretical foundations to computational implementation using Monte Carlo methods.

Lenny Avatar
Lenny
1/18
Sequence
Functional Foundations Slides
Functional Foundations Worksheet
Functionals Facilitation Guide

Path of Least Resistance

A graduate-level exploration of the Calculus of Variations, focusing on optimizing functionals. Students derive the Euler-Lagrange equation and apply it to physics and geometry problems like the Brachistochrone and Isoperimetric challenges.

Lenny Avatar
Lenny
1/18
Sequence
Tangent Worlds Slides
Gradient Guides Teacher Resource
Gradient Alignment Worksheet

Advanced Constrained Optimization and Duality

A graduate-level sequence on constrained optimization, covering Lagrange Multipliers, KKT conditions, and sensitivity analysis for economics and engineering applications.

Lenny Avatar
Lenny
1/18
Sequence
Descent Dynamics Slides
Line Search Logic Worksheet
Line Search Answer Key

Numerical Optimization Methods

A comprehensive graduate-level exploration of numerical optimization algorithms, moving from first-order gradient descent to second-order Newton methods and computationally efficient Quasi-Newton approaches. Students analyze convergence rates, stability, and strategies for navigating complex, non-convex landscapes.

Lenny Avatar
Lenny
1/18
Sequence
Topology Foundations Slides
Topology and Existence Worksheet

Theoretical Foundations of Convex Optimization

This sequence establishes the rigorous mathematical underpinnings necessary for advanced optimization work, moving beyond procedural calculus to analysis-based proofs. Students explore the intersection of topology, set theory, and multivariate calculus to determine the existence and uniqueness of optimal solutions.

Lenny Avatar
Lenny
1/18
Sequence
Optimal Geometry Worksheet
Optimal Geometry Slides
Optimal Geometry Teacher Guide

Pathfinders Optimization Sequence

An inquiry-based exploration of calculus optimization, focusing on real-world efficiency in travel time, infrastructure cost, and business profit. Students progress from geometric shortest-paths to complex rate-based modeling.

Lenny Avatar
Lenny
1/18
Sequence
Interval Extremes Worksheet
Interval Extremes Slides
Interval Extremes Answer Key

Optimal Solutions

A comprehensive workshop series on optimization in calculus. Students master the Extreme Value Theorem, learn to translate complex word problems into mathematical models, and apply differentiation to find optimal outcomes in number theory and geometric contexts.

Lenny Avatar
Lenny
1/18
Sequence
Box Capacity Slides
Box Data Worksheet
Modeling Teacher Guide

Efficient Packaging Design

A project-based calculus sequence where students use optimization to design efficient packaging. They transition from physical modeling to algebraic functions and derivative-based solutions to maximize volume and minimize material costs.

Lenny Avatar
Lenny
1/18
Sequence
Optimization Protocol Slides
Optimization Protocol Worksheet
Optimization Protocol Answer Key

Optimization Modeling

This sequence bridges the gap between theoretical calculus operations and applied problem-solving by focusing on optimization in real-world contexts. Students begin by mastering the 'modeling process'—translating verbal constraints into mathematical objective functions. Over five lessons, they progress from simple geometric maximization to complex economic minimization and physical efficiency problems. By the end, students will demonstrate proficiency in using the First and Second Derivative Tests to justify absolute extrema in manufacturing and design scenarios.

Lenny Avatar
Lenny
1/18
Sequence
Modeling Blueprints Slides
Translation Toolkit Worksheet
Modeling Mastery Teacher Guide

Precision Optimization

A comprehensive calculus sequence for undergraduate students focused on the rigorous application of derivatives to industrial, geometric, and economic optimization problems. Students progress from basic modeling to multi-constraint capstone analysis.

Lenny Avatar
Lenny
1/18
Sequence
Ascent Vector Slides
Steepest Ascent Worksheet
Gradient Geometry Guide

Gradient Vector Optimization

A graduate-level sequence exploring the gradient vector as the foundational tool for modern optimization. Students move from the geometric interpretation of multivariate derivatives to the implementation of stochastic algorithms used in machine learning.

Lenny Avatar
Lenny
1/18
Sequence
Path Pilot Slides
Drone Intersection Challenge Worksheet
Collision Lab Teacher Guide

Applied Modeling and Path Optimization

A project-based calculus sequence for 12th grade students focusing on the engineering applications of vector-valued functions, including path optimization, differentiability, and arc length.

Lenny Avatar
Lenny
1/17
Sequence
Motion Masterclass Slides
The Speed Trap Worksheet
Motion Facilitation Guide

Instantaneous Change

A foundational calculus unit bridging average and instantaneous rates of change. Students move from physical motion data to geometric visualization and numerical estimation, culminating in the qualitative sketching of derivative graphs and interpretation of notation in real-world contexts.

Lenny Avatar
Lenny
1/17
Sequence
Algorithm Slides
Algorithm Workshop Worksheet
Sketching Checklist Teacher Guide

Curve Sketching Mastery

A comprehensive 11th-grade calculus sequence that synthesizes domain, intercepts, symmetry, asymptotes, derivatives, and concavity into a systematic curve sketching algorithm. Students progress from procedural mastery to critical analysis of technological limitations and a final synthesis project.

Lenny Avatar
Lenny
1/17
Sequence
Blueprint Modeling Slides
Blueprint Modeling Worksheet

Optimal Design Blueprint

A project-based calculus unit where students apply curve sketching and derivative tests to real-world optimization problems, moving from modeling constraints to defending optimized designs.

Lenny Avatar
Lenny
1/17
Sequence
The First Test Slides
Slope Signpost Worksheet
Slope Signpost Answer Key

Curve Architect Mastery

This sequence guides 11th-grade students through the formal application of derivative tests to analyze function behavior. Students will master the First and Second Derivative Tests, the Extreme Value Theorem, and the analysis of non-differentiable points to find and justify relative and absolute extrema.

Lenny Avatar
Lenny
1/17
Sequence
Slope Discovery Slides
Graph Matching Challenge Worksheet
Slope Discovery Teacher Guide

Curve Architects

An inquiry-based exploration of the geometric relationships between functions and their derivatives. Students progress from visual observation of slope and concavity to algebraic analysis using sign charts, culminating in the ability to sketch complex curves from derivative data.

Lenny Avatar
Lenny
1/17
Sequence
Flight Path Slides
Vector Map Teacher Guide
Path Finder Worksheet
Path Finder Answer Key

Vector Velocity

An advanced exploration of vector-valued functions and their applications in modeling 2D motion and force, preparing students for multivariable calculus.

Lenny Avatar
Lenny
1/18
Sequence
Radial Slope Slides
Product Rule Bridge Worksheet
Polar Slope Teacher Guide

Radial Calculus

A comprehensive unit for 12th Grade Calculus students focusing on the derivation and application of derivatives in polar coordinates. Students transition from Cartesian slope to polar slope, analyze horizontal and vertical tangency, investigate behavior at the pole, and solve optimization problems involving polar curves.

Lenny Avatar
Lenny
1/18
Sequence
Polar Slope Slides
Polar Foundation Worksheet

Polar Differentiation Techniques

This sequence explores the calculus of polar functions, focusing on differentiation techniques. Students will learn to calculate slopes of tangent lines, identify horizontal and vertical tangents, analyze behavior at the pole, and apply optimization to find maximum and minimum distances from the origin.

Lenny Avatar
Lenny
1/18
Sequence
Utility Gap Slides
Utility Function Worksheet

Quantitative Finance and Risk Assessment

A graduate-level exploration of expected value applications in finance, covering utility theory, portfolio optimization, risk-neutral pricing, and tail risk metrics. Students transition from theoretical foundations to computational implementation using Monte Carlo methods.

Lenny Avatar
Lenny
1/18
Sequence
Functional Foundations Slides
Functional Foundations Worksheet
Functionals Facilitation Guide

Path of Least Resistance

A graduate-level exploration of the Calculus of Variations, focusing on optimizing functionals. Students derive the Euler-Lagrange equation and apply it to physics and geometry problems like the Brachistochrone and Isoperimetric challenges.

Lenny Avatar
Lenny
1/18
Sequence
Tangent Worlds Slides
Gradient Guides Teacher Resource
Gradient Alignment Worksheet

Advanced Constrained Optimization and Duality

A graduate-level sequence on constrained optimization, covering Lagrange Multipliers, KKT conditions, and sensitivity analysis for economics and engineering applications.

Lenny Avatar
Lenny
1/18
Sequence
Descent Dynamics Slides
Line Search Logic Worksheet
Line Search Answer Key

Numerical Optimization Methods

A comprehensive graduate-level exploration of numerical optimization algorithms, moving from first-order gradient descent to second-order Newton methods and computationally efficient Quasi-Newton approaches. Students analyze convergence rates, stability, and strategies for navigating complex, non-convex landscapes.

Lenny Avatar
Lenny
1/18
Sequence
Topology Foundations Slides
Topology and Existence Worksheet

Theoretical Foundations of Convex Optimization

This sequence establishes the rigorous mathematical underpinnings necessary for advanced optimization work, moving beyond procedural calculus to analysis-based proofs. Students explore the intersection of topology, set theory, and multivariate calculus to determine the existence and uniqueness of optimal solutions.

Lenny Avatar
Lenny
1/18
Sequence
Optimal Geometry Worksheet
Optimal Geometry Slides
Optimal Geometry Teacher Guide

Pathfinders Optimization Sequence

An inquiry-based exploration of calculus optimization, focusing on real-world efficiency in travel time, infrastructure cost, and business profit. Students progress from geometric shortest-paths to complex rate-based modeling.

Lenny Avatar
Lenny
1/18
Sequence
Interval Extremes Worksheet
Interval Extremes Slides
Interval Extremes Answer Key

Optimal Solutions

A comprehensive workshop series on optimization in calculus. Students master the Extreme Value Theorem, learn to translate complex word problems into mathematical models, and apply differentiation to find optimal outcomes in number theory and geometric contexts.

Lenny Avatar
Lenny
1/18
Sequence
Box Capacity Slides
Box Data Worksheet
Modeling Teacher Guide

Efficient Packaging Design

A project-based calculus sequence where students use optimization to design efficient packaging. They transition from physical modeling to algebraic functions and derivative-based solutions to maximize volume and minimize material costs.

Lenny Avatar
Lenny
1/18
Sequence
Optimization Protocol Slides
Optimization Protocol Worksheet
Optimization Protocol Answer Key

Optimization Modeling

This sequence bridges the gap between theoretical calculus operations and applied problem-solving by focusing on optimization in real-world contexts. Students begin by mastering the 'modeling process'—translating verbal constraints into mathematical objective functions. Over five lessons, they progress from simple geometric maximization to complex economic minimization and physical efficiency problems. By the end, students will demonstrate proficiency in using the First and Second Derivative Tests to justify absolute extrema in manufacturing and design scenarios.

Lenny Avatar
Lenny
1/18
Sequence
Modeling Blueprints Slides
Translation Toolkit Worksheet
Modeling Mastery Teacher Guide

Precision Optimization

A comprehensive calculus sequence for undergraduate students focused on the rigorous application of derivatives to industrial, geometric, and economic optimization problems. Students progress from basic modeling to multi-constraint capstone analysis.

Lenny Avatar
Lenny
1/18
Sequence
Ascent Vector Slides
Steepest Ascent Worksheet
Gradient Geometry Guide

Gradient Vector Optimization

A graduate-level sequence exploring the gradient vector as the foundational tool for modern optimization. Students move from the geometric interpretation of multivariate derivatives to the implementation of stochastic algorithms used in machine learning.

Lenny Avatar
Lenny
1/18
Sequence
Path Pilot Slides
Drone Intersection Challenge Worksheet
Collision Lab Teacher Guide

Applied Modeling and Path Optimization

A project-based calculus sequence for 12th grade students focusing on the engineering applications of vector-valued functions, including path optimization, differentiability, and arc length.

Lenny Avatar
Lenny
1/17
Sequence
Blueprint Modeling Slides
Blueprint Modeling Worksheet

Optimal Design Blueprint

A project-based calculus unit where students apply curve sketching and derivative tests to real-world optimization problems, moving from modeling constraints to defending optimized designs.

Lenny Avatar
Lenny
1/17
Sequence
The First Test Slides
Slope Signpost Worksheet
Slope Signpost Answer Key

Curve Architect Mastery

This sequence guides 11th-grade students through the formal application of derivative tests to analyze function behavior. Students will master the First and Second Derivative Tests, the Extreme Value Theorem, and the analysis of non-differentiable points to find and justify relative and absolute extrema.

Lenny Avatar
Lenny
1/17
Sequence
Regression Roadmap Slides
Regression Analysis Worksheet

PolyLab Modeling Mastery

A project-based unit where students apply polynomial calculus concepts to real-world scenarios like business profits, projectile motion, and engineering design. Students transition from abstract solving to modeling data and optimizing outcomes using regression, intercepts, and extrema.

Lenny Avatar
Lenny
1/17
Sequence
Fence The Field Worksheet
Fence The Field Slides
Fence The Field Teacher Guide

Geometric Optimization and Efficiency Analysis

A high-school geometry sequence focusing on the mathematical relationship between surface area and volume to solve optimization problems in manufacturing and design. Students progress from 2D isoperimetric problems to 3D packaging efficiency analysis.

Lenny Avatar
Lenny
1/17
Sequence
Radian Revolution Slides
Radian Discovery Worksheet
Conversion Key

Circle Logic

This undergraduate sequence explores the transition from degree-based geometry to the more 'natural' radian measure, focusing on the derivation of arc length and sector area formulas through proportional reasoning. Students will connect these geometric concepts to calculus preparation, analyze engineering errors, and perform formal abstract proofs.

Lenny Avatar
Lenny
1/17
Sequence
Limit Threshold Slides
Limit Definition Workshop

Rigorous Proofs in Analysis

An undergraduate-level introduction to Real Analysis focusing on the formal epsilon-N definition of limits, proof construction, Cauchy sequences, and the Bolzano-Weierstrass Theorem. Students transition from computational calculus to rigorous mathematical proof.

Lenny Avatar
Lenny
1/18
Sequence
Fixed Point Slides
Fixed Point Workshop Worksheet

Iterative Insights

This sequence explores numerical analysis through the lens of sequences, focusing on iterative methods to approximate solutions to complex equations. Students investigate fixed-point iteration, Newton's method, convergence rates, and the transition into chaotic behavior.

Lenny Avatar
Lenny
1/18
Sequence
Limit Horizons Slides
Discovery Log Worksheet

Infinite Destinations

This sequence guides undergraduate students from an intuitive understanding of sequence limits to rigorous analysis using algebraic laws, the Squeeze Theorem, L'Hôpital's Rule, and the Monotone Convergence Theorem. Students will explore how infinite processes behave as they approach infinity, bridging the gap between discrete sequences and continuous calculus.

Lenny Avatar
Lenny
1/18
Sequence
Infinite Paradoxes Worksheet
Ancient Infinity Slides
Paradox Facilitation Guide

Limits and Infinity Pedagogy

This graduate-level sequence explores the pedagogical content knowledge (PCK) needed to teach mathematical sequences and limits. It traces the historical development from Zeno's paradoxes to modern rigor, equipping educators to address common student misconceptions through inquiry-based instruction.

Lenny Avatar
Lenny
1/18
Sequence
Growth Dynamics Slides
Linear Growth Dynamics Worksheet

System Dynamics and Chaos

A graduate-level exploration of discrete dynamical systems, moving from linear growth models to the complex, chaotic behavior of the logistic map. Students apply recursive sequences to model biological and economic phenomena, emphasizing stability analysis and bifurcation theory.

Lenny Avatar
Lenny
1/18
Sequence
Growth Engines Slides
Growth Engines Teacher Guide
Interest Architect Worksheet

Quantum Growth

This sequence bridges the gap between discrete mathematics and quantitative finance, focusing on the application of geometric series to asset valuation, loan amortization, and risk management. Graduate students will develop the mathematical foundations for pricing complex financial instruments and understanding market dynamics.

Lenny Avatar
Lenny
1/18
Sequence
Infinity Bound Slides
Limit Hunters Worksheet
Limit Hunters Answer Key

Infinity Bound Sequence

This sequence introduces 11th-grade students to the behavior of sequences and series as they approach infinity. Students explore convergence, divergence, summation notation, and the paradoxes of infinite geometric series and fractals.

Lenny Avatar
Lenny
1/18
Sequence
Ratio Test Teacher Guide
Ratio Test Slides
Ratio Test Practice Worksheet
Ratio Test Practice Worksheet Revised
Ratio Test Answer Key

Series Blueprinting

This advanced sequence introduces powerful tools for analyzing series with factorials and powers, leading to the concept of power series. Students master the Ratio and Root tests, explore absolute versus conditional convergence, and conclude by connecting series to functions through Taylor polynomials.

Lenny Avatar
Lenny
1/18
Sequence
Finite Series Slides
Series Spark Worksheet

Geometric Growth

A comprehensive unit for 11th Grade Calculus exploring geometric series through the lens of financial literacy and fractal geometry. Students transition from finite sums to infinite convergence, applying these models to population growth, Zeno's Paradox, and complex loan amortization.

Lenny Avatar
Lenny
1/18
Sequence
Divergence Test Slides
Divergence Test Worksheet
Divergence Test Key

Convergence Quest

An inquiry-based exploration of convergence tests for infinite series, focusing on visualization, logical justification, and strategic selection of testing methods. Students develop a comprehensive understanding of how to determine the behavior of unending sums.

Lenny Avatar
Lenny
1/18
Sequence
Sequence Lab Report Worksheet
Pattern Blueprint Slides
Pattern Detective Guide

Infinite Patterns

This sequence introduces 11th-grade students to the fundamental concepts of mathematical sequences, bridging the gap between algebra and calculus by exploring arithmetic and geometric progressions, recursive and explicit notation, and the behavior of sequences as they approach infinity.

Lenny Avatar
Lenny
1/18
Sequence
Sigma Secrets Teacher Guide
Sigma Secrets Slides
Summing It Up Worksheet

Summation Mastery

This sequence transitions students from listing terms to aggregating them, focusing on the rigorous use of summation notation. Through a workshop approach, learners practice manipulating sigma notation, applying properties of sums, and deriving formulas for arithmetic series.

Lenny Avatar
Lenny
1/18
Sequence
Alternating Oceans Slides
Alternating Oceans Worksheet
Alternating Oceans Teacher Guide

Convergence Cartography

This sequence guides 12th-grade students through advanced convergence tests for infinite series, including the Alternating Series Test, Ratio Test, and Root Test, concluding with a comprehensive classification strategy.

Lenny Avatar
Lenny
1/18
Sequence
Integral Test Slides
Integral Test Lab Analysis Worksheet
Integral Test Answer Key

Convergence Lab Tests

A rigorous unit for 12th-grade Calculus students focusing on the Integral Test, p-series, and Comparison Tests (Direct and Limit) to determine the convergence of positive-term infinite series. Students will build a logical framework for selecting the most efficient convergence test for various mathematical structures.

Lenny Avatar
Lenny
1/18
Sequence
Sigma Basics Worksheet
Sigma Basics Slides
Sigma Basics Teacher Guide

Summation Blueprints

A comprehensive unit for 12th-grade calculus students exploring the power of summation. This sequence covers Sigma notation, arithmetic and geometric series formulas, financial applications, and the transition to infinite sums through telescoping series and Zeno's Paradox.

Lenny Avatar
Lenny
1/18
Sequence
Infinite Boundaries Slides
Area Adder Worksheet
Visual Convergence Guide

Infinite Geometry Modeling

This sequence explores the intersection of calculus and geometry through infinite series and fractals. Students investigate convergence and divergence using visual area models, fractal dimensions, and physical simulations like block stacking.

Lenny Avatar
Lenny
1/18
Sequence
Pattern Blueprint Slides
Rule Builder Worksheet
Formula Architects Teacher Guide

Blueprint for Infinity

This sequence bridges algebra and calculus by formalizing numerical patterns. Students move from identifying arithmetic and geometric patterns to evaluating limits at infinity and applying the Monotonic Convergence Theorem to real-world models.

Lenny Avatar
Lenny
1/18
Sequence
Local Linearity Worksheet
Linear Drafting Slides
Linear Drafting Answer Key

Series Blueprints

This advanced sequence bridges series to function approximation, introducing Power Series and Taylor Polynomials. Students discover how polynomials can mimic complex curves like sine and cosine, moving from simple tangent lines to higher-order polynomials while investigating convergence and approximation error.

Lenny Avatar
Lenny
1/18
Sequence
Divergence Test Slides
Divergence Test Teacher Guide
Harmonic Paradox Worksheet

Infinite Series Logic Lab

A comprehensive sequence for 10th-grade calculus students focusing on the logical rigor of infinite series convergence tests. Students learn to analyze series behavior through various analytical tools, culminating in a strategic decision-making framework.

Lenny Avatar
Lenny
1/18
Sequence
Zeno Paradox Slides
Zeno Paradox Worksheet
Convergence Sequence Teacher Guide

Infinite Horizon Convergence

A project-based sequence exploring infinite geometric series through Zeno's paradox, algebraic proofs of convergence, and fractal geometry. Students investigate how infinite additions can result in finite sums and apply these concepts to real-world paradoxes and self-similar shapes.

Lenny Avatar
Lenny
1/18
Sequence
Infinite Paradoxes Worksheet
Ancient Infinity Slides
Paradox Facilitation Guide

Limits and Infinity Pedagogy

This graduate-level sequence explores the pedagogical content knowledge (PCK) needed to teach mathematical sequences and limits. It traces the historical development from Zeno's paradoxes to modern rigor, equipping educators to address common student misconceptions through inquiry-based instruction.

Lenny Avatar
Lenny
1/18
Sequence
Polar Area Slides
Sector Secrets Worksheet
Polar Area Teacher Key

Radial Integration Sequence

A comprehensive unit for 12th Grade Calculus students focusing on the integration of polar functions to find area, arc length, and surface area. Students transition from Cartesian thinking to radial accumulation, mastering the geometry of circular sectors and polar coordinate transformations.

Lenny Avatar
Lenny
1/18
Sequence
Slicing the Sector Slides
Slicing the Sector Worksheet
Polar Integration Answer Key

Polar Integration Expedition

This calculus sequence guides 11th-grade students through the integration techniques required to calculate area and arc length within polar coordinate systems. From the geometric derivation of the polar sector formula to complex multi-curve regions and boundary measurements, students apply integral calculus to circular geometries.

Lenny Avatar
Lenny
1/18
Sequence
Lebesgue Expectation Worksheet
Expectation Foundations Slides

Rigorous Foundations of Expectation and Measure

A graduate-level exploration of expected value through the lens of measure theory, covering Lebesgue integration, fundamental inequalities, convergence theorems, and conditional expectation using Sigma-algebras.

Lenny Avatar
Lenny
1/18
Sequence
Slopes of Polar Curves Slides
Slope Investigation Worksheet

Integration and Area in Polar Coordinates

This sequence explores calculus in the polar coordinate system, focusing on differentiation and integration. Students will master finding slopes of tangent lines, calculating areas of polar regions and intersection areas, and determining arc lengths of polar curves.

Lenny Avatar
Lenny
1/18
Sequence
Divergence Test Slides
Divergence Test Worksheet
Divergence Test Key

Convergence Quest

An inquiry-based exploration of convergence tests for infinite series, focusing on visualization, logical justification, and strategic selection of testing methods. Students develop a comprehensive understanding of how to determine the behavior of unending sums.

Lenny Avatar
Lenny
1/18
Sequence
Infinite Boundaries Slides
Area Adder Worksheet
Visual Convergence Guide

Infinite Geometry Modeling

This sequence explores the intersection of calculus and geometry through infinite series and fractals. Students investigate convergence and divergence using visual area models, fractal dimensions, and physical simulations like block stacking.

Lenny Avatar
Lenny
1/18
Sequence
Functional Foundations Slides
Functional Foundations Worksheet
Functionals Facilitation Guide

Path of Least Resistance

A graduate-level exploration of the Calculus of Variations, focusing on optimizing functionals. Students derive the Euler-Lagrange equation and apply it to physics and geometry problems like the Brachistochrone and Isoperimetric challenges.

Lenny Avatar
Lenny
1/18
Sequence
Lipschitz Mapping Slides
Contraction Proof Facilitator
Lipschitz Contractor Worksheet

Analytic Foundations of ODEs

A rigorous graduate-level sequence exploring the existence, uniqueness, and stability of solutions to ordinary differential equations using functional analysis and metric space theory.

Lenny Avatar
Lenny
1/18
Sequence
Power Series Convergence Slides
Convergence Workshop Worksheet
Convergence Teacher Guide

Power Series Representations and Applications

A comprehensive sequence for undergraduate calculus students exploring the construction, convergence, and real-world utility of power series. Students move from the technical mechanics of convergence tests to applying Taylor series in physics and engineering contexts.

Lenny Avatar
Lenny
1/18
Sequence
Field Flows Slides
Slope Scout Worksheet

Analyzing Dynamic Systems

This sequence introduces undergraduate students to first-order differential equations through geometric visualization, analytical solving techniques (separation, integrating factors), and real-world modeling of thermal, biological, and electrical systems.

Lenny Avatar
Lenny
1/18
Sequence
Mapping Motion Slides
Path Analysis Worksheet

Kinematic Analysis with Vector-Valued Functions

A comprehensive advanced calculus unit exploring the use of vector-valued functions to model and analyze motion in 2D and 3D space. Students will master differentiation, integration, and arc length calculations within a kinematic context, culminating in complex projectile modeling.

Lenny Avatar
Lenny
1/17
Sequence
Accumulation Slides
Filling the Void Worksheet
Accumulation Facilitation Guide

The Fundamental Theorem of Calculus

A comprehensive unit connecting differentiation and integration through the Fundamental Theorem of Calculus. Students transition from visualizing accumulation to mastery of algebraic evaluation, applying these concepts to real-world net change and total area problems.

Lenny Avatar
Lenny
1/17
Sequence
Spring Foundations Slides
Spring Power Worksheet
Variable Force Teacher Guide

Force and Flow

This sequence connects calculus to physics by applying integration to calculate Work and Force in variable systems. Students explore Hooke's Law, tank pumping, and lifting variable-mass objects, culminating in a mastery assessment of physical engineering applications.

Lenny Avatar
Lenny
1/17
Sequence
Shell Method Blueprints Slides
Shell Method Facilitator Guide
Shell Method Construction Sheet

Advanced Volume Techniques and Modeling

This sequence introduces advanced volume techniques in calculus, including the Shell Method and solids with known cross-sections. Students move from theoretical derivation to a project-based application where they model and calculate the volume of real-world objects.

Lenny Avatar
Lenny
1/17
Sequence
Vertical Slicing Slides
Curve Capture Worksheet
Curve Capture Answer Key

Computing Areas and Rotational Volumes

This sequence guides 11th-grade students through the transition from 2D area calculations to 3D volume determinations using integral calculus. Students will master vertical and horizontal slicing techniques for area, and progress to the Disk and Washer methods for rotational volumes.

Lenny Avatar
Lenny
1/17
Sequence
Reverse Product Rule Slides
Formula Discovery Worksheet
Formula Discovery Answer Key

Integration by Parts Masterclass

This sequence introduces Integration by Parts as the inverse of the Product Rule, equipping students to handle products of unrelated functions. Through inquiry, students derive the formula, apply the LIATE heuristic, master the Tabular Method for repeated integration, and solve cyclic integrals.

Lenny Avatar
Lenny
1/17
Sequence
Reversing the Chain Rule Slides
Pattern Finder Worksheet

Mastering Integration Through Substitution

A comprehensive 5-lesson unit for 11th Grade Calculus students focusing on the u-substitution method for integration, emphasizing pattern recognition, definite integral boundary changes, and advanced algebraic manipulation.

Lenny Avatar
Lenny
1/17
Sequence
Radian Revolution Slides
Radian Discovery Worksheet
Conversion Key

Circle Logic

This undergraduate sequence explores the transition from degree-based geometry to the more 'natural' radian measure, focusing on the derivation of arc length and sector area formulas through proportional reasoning. Students will connect these geometric concepts to calculus preparation, analyze engineering errors, and perform formal abstract proofs.

Lenny Avatar
Lenny
1/17
Sequence
Area Approximation Slides
Rectangle Rule Worksheet
Area Approximation Key

Integral Calculus Foundations

A comprehensive introduction to integral calculus for undergraduate students, covering the transition from geometric area approximations to the formal definition of the definite integral and the Fundamental Theorem of Calculus. Students move from finite sums to the powerful analytical tools used to calculate accumulation in continuous systems.

Lenny Avatar
Lenny
1/17
Sequence
Polar Area Slides
Sector Secrets Worksheet
Polar Area Teacher Key

Radial Integration Sequence

A comprehensive unit for 12th Grade Calculus students focusing on the integration of polar functions to find area, arc length, and surface area. Students transition from Cartesian thinking to radial accumulation, mastering the geometry of circular sectors and polar coordinate transformations.

Lenny Avatar
Lenny
1/18
Sequence
Path Power Slides
Coordinate Choice Challenge Worksheet
Efficiency Strategy Guide

Advanced Systems Synthesis

An advanced 11th-grade Calculus unit focusing on the integration of parametric and polar coordinate systems. Students analyze motion, calculate complex areas, perform error analysis, and complete a final synthesis project based on particle kinematics.

Lenny Avatar
Lenny
1/18
Sequence
Slicing the Sector Slides
Slicing the Sector Worksheet
Polar Integration Answer Key

Polar Integration Expedition

This calculus sequence guides 11th-grade students through the integration techniques required to calculate area and arc length within polar coordinate systems. From the geometric derivation of the polar sector formula to complex multi-curve regions and boundary measurements, students apply integral calculus to circular geometries.

Lenny Avatar
Lenny
1/18
Sequence
Slopes of Polar Curves Slides
Slope Investigation Worksheet

Integration and Area in Polar Coordinates

This sequence explores calculus in the polar coordinate system, focusing on differentiation and integration. Students will master finding slopes of tangent lines, calculating areas of polar regions and intersection areas, and determining arc lengths of polar curves.

Lenny Avatar
Lenny
1/18
Sequence
Infinite Boundaries Slides
Area Adder Worksheet
Visual Convergence Guide

Infinite Geometry Modeling

This sequence explores the intersection of calculus and geometry through infinite series and fractals. Students investigate convergence and divergence using visual area models, fractal dimensions, and physical simulations like block stacking.

Lenny Avatar
Lenny
1/18
Sequence
Functional Foundations Slides
Functional Foundations Worksheet
Functionals Facilitation Guide

Path of Least Resistance

A graduate-level exploration of the Calculus of Variations, focusing on optimizing functionals. Students derive the Euler-Lagrange equation and apply it to physics and geometry problems like the Brachistochrone and Isoperimetric challenges.

Lenny Avatar
Lenny
1/18
Sequence
Power Series Convergence Slides
Convergence Workshop Worksheet
Convergence Teacher Guide

Power Series Representations and Applications

A comprehensive sequence for undergraduate calculus students exploring the construction, convergence, and real-world utility of power series. Students move from the technical mechanics of convergence tests to applying Taylor series in physics and engineering contexts.

Lenny Avatar
Lenny
1/18
Sequence
Field Dynamics Slides
Field Parameterization Worksheet
Mapping the Flow Lecture Notes

Vector Fields and Flows on Manifolds

An advanced graduate sequence exploring vector calculus from 3D fields to differential forms on manifolds, focusing on fluid dynamics and electromagnetic theory. It moves from parameterizing static fields to understanding global topological constraints on curved surfaces.

Lenny Avatar
Lenny
1/18
Sequence
Path Pilot Slides
Drone Intersection Challenge Worksheet
Collision Lab Teacher Guide

Applied Modeling and Path Optimization

A project-based calculus sequence for 12th grade students focusing on the engineering applications of vector-valued functions, including path optimization, differentiability, and arc length.

Lenny Avatar
Lenny
1/17
Sequence
Accumulation Slides
Filling the Void Worksheet
Accumulation Facilitation Guide

The Fundamental Theorem of Calculus

A comprehensive unit connecting differentiation and integration through the Fundamental Theorem of Calculus. Students transition from visualizing accumulation to mastery of algebraic evaluation, applying these concepts to real-world net change and total area problems.

Lenny Avatar
Lenny
1/17
Sequence
Area Odyssey Slides
Speed Trap Worksheet
Velocity Accumulation Guide

Riemann Sums and the Definite Integral Definition

This sequence guides students through the conceptual transition from geometry to calculus by investigating the Area Problem. Students begin by estimating areas under curves using geometric shapes, discovering the relationship between rectangle width and approximation accuracy. As the sequence progresses, learners formalize these approximations using Sigma notation and limits, ultimately defining the definite integral.

Lenny Avatar
Lenny
1/17
Sequence
Spring Foundations Slides
Spring Power Worksheet
Variable Force Teacher Guide

Force and Flow

This sequence connects calculus to physics by applying integration to calculate Work and Force in variable systems. Students explore Hooke's Law, tank pumping, and lifting variable-mass objects, culminating in a mastery assessment of physical engineering applications.

Lenny Avatar
Lenny
1/17
Sequence
Shell Method Blueprints Slides
Shell Method Facilitator Guide
Shell Method Construction Sheet

Advanced Volume Techniques and Modeling

This sequence introduces advanced volume techniques in calculus, including the Shell Method and solids with known cross-sections. Students move from theoretical derivation to a project-based application where they model and calculate the volume of real-world objects.

Lenny Avatar
Lenny
1/17
Sequence
Vertical Slicing Slides
Curve Capture Worksheet
Curve Capture Answer Key

Computing Areas and Rotational Volumes

This sequence guides 11th-grade students through the transition from 2D area calculations to 3D volume determinations using integral calculus. Students will master vertical and horizontal slicing techniques for area, and progress to the Disk and Washer methods for rotational volumes.

Lenny Avatar
Lenny
1/17
Sequence
Area Between Curves Slides
Logo Ink Worksheet
Area Between Curves Teacher Guide

Shape Shifters Geometric Modeling

A comprehensive Calculus unit focused on calculating areas and volumes using integration. Students move from 2D area analysis to 3D geometric modeling using disks, washers, and cross-sections, culminating in a real-world modeling project.

Lenny Avatar
Lenny
1/17
Sequence
Reverse Product Rule Slides
Formula Discovery Worksheet
Formula Discovery Answer Key

Integration by Parts Masterclass

This sequence introduces Integration by Parts as the inverse of the Product Rule, equipping students to handle products of unrelated functions. Through inquiry, students derive the formula, apply the LIATE heuristic, master the Tabular Method for repeated integration, and solve cyclic integrals.

Lenny Avatar
Lenny
1/17
Sequence
Reversing the Chain Rule Slides
Pattern Finder Worksheet

Mastering Integration Through Substitution

A comprehensive 5-lesson unit for 11th Grade Calculus students focusing on the u-substitution method for integration, emphasizing pattern recognition, definite integral boundary changes, and advanced algebraic manipulation.

Lenny Avatar
Lenny
1/17
Sequence
Slicing Space Slides
Slice and Stack Worksheet
Volume Foundations Teacher Guide

Volume Blueprint Derivations

A 12th-grade geometry sequence exploring the derivation of volume formulas using Cavalieri's Principle, limits, and cross-sectional analysis to bridge geometry and calculus.

Lenny Avatar
Lenny
1/17
Sequence
Expansion Logic Worksheet
Projection Power Slides
Dilation Master Guide

Fractal Horizons

This undergraduate geometry sequence bridges classical Euclidean similarity with modern fractal theory. Students progress from formal proofs of homothety to calculating the Hausdorff dimension of self-similar sets, exploring how scaling laws govern both biological structures and infinite recursive shapes.

Lenny Avatar
Lenny
1/17
Sequence
Area Approximation Slides
Rectangle Rule Worksheet
Area Approximation Key

Integral Calculus Foundations

A comprehensive introduction to integral calculus for undergraduate students, covering the transition from geometric area approximations to the formal definition of the definite integral and the Fundamental Theorem of Calculus. Students move from finite sums to the powerful analytical tools used to calculate accumulation in continuous systems.

Lenny Avatar
Lenny
1/17
Sequence
Divergence Test Slides
Divergence Test Worksheet
Divergence Test Key

Convergence Quest

An inquiry-based exploration of convergence tests for infinite series, focusing on visualization, logical justification, and strategic selection of testing methods. Students develop a comprehensive understanding of how to determine the behavior of unending sums.

Lenny Avatar
Lenny
1/18
Sequence
Power Series Convergence Slides
Convergence Workshop Worksheet
Convergence Teacher Guide

Power Series Representations and Applications

A comprehensive sequence for undergraduate calculus students exploring the construction, convergence, and real-world utility of power series. Students move from the technical mechanics of convergence tests to applying Taylor series in physics and engineering contexts.

Lenny Avatar
Lenny
1/18
Sequence
Field Flows Slides
Slope Scout Worksheet

Analyzing Dynamic Systems

This sequence introduces undergraduate students to first-order differential equations through geometric visualization, analytical solving techniques (separation, integrating factors), and real-world modeling of thermal, biological, and electrical systems.

Lenny Avatar
Lenny
1/18
Sequence
Mapping Motion Slides
Path Analysis Worksheet

Kinematic Analysis with Vector-Valued Functions

A comprehensive advanced calculus unit exploring the use of vector-valued functions to model and analyze motion in 2D and 3D space. Students will master differentiation, integration, and arc length calculations within a kinematic context, culminating in complex projectile modeling.

Lenny Avatar
Lenny
1/17
Sequence
Vector Blueprints Worksheet
Vector Blueprints Slides
Vector Blueprints Teacher Guide

Orbital Navigators Vector Calculus

This foundational sequence introduces 12th-grade calculus students to vector-valued functions, bridging parametric equations with 3D vector analysis through the lens of aerospace navigation. Students explore domains, limits, continuity, differentiation, and integration to model and visualize complex space curves.

Lenny Avatar
Lenny
1/17
Sequence
Accumulation Slides
Filling the Void Worksheet
Accumulation Facilitation Guide

The Fundamental Theorem of Calculus

A comprehensive unit connecting differentiation and integration through the Fundamental Theorem of Calculus. Students transition from visualizing accumulation to mastery of algebraic evaluation, applying these concepts to real-world net change and total area problems.

Lenny Avatar
Lenny
1/17
Sequence
Family Finder Worksheet
Mystery of C Slides
Mystery of C Teacher Guide

Antiderivatives and Indefinite Integration Techniques

A technical skill-building sequence for 11th-grade students focusing on the algebraic processes of finding antiderivatives, from basic power rules to solving initial value problems.

Lenny Avatar
Lenny
1/17
Sequence
Decision Logic Worksheet
Decision Logic Slides
Strategy Facilitation Guide

Integration Strategy Mastery

A comprehensive 11th-grade calculus unit focused on strategic method selection for complex integration. Students transition from basic procedural fluency to high-level diagnostic thinking and real-world applications in physics and engineering.

Lenny Avatar
Lenny
1/17
Sequence
Fraction Surgery Slides
Decomposition Blueprint Worksheet
Decomposition Master Key

Blueprint for Integration

A comprehensive 11th-grade calculus unit focusing on Partial Fraction Decomposition for integration. The sequence moves from pure algebraic skill-building to complex integration techniques and real-world logistic growth modeling.

Lenny Avatar
Lenny
1/17
Sequence
Triangle Blueprints Slides
Triangle Blueprint Worksheet
Triangle Logic Guide

Radical Geometry

A comprehensive unit on trigonometric substitution in calculus, moving from geometric visualization of radicals to complex integration techniques and algebraic back-substitution. Students learn to map radical expressions onto right triangles and use trigonometric identities to simplify and solve integrals.

Lenny Avatar
Lenny
1/17
Sequence
Reverse Product Rule Slides
Formula Discovery Worksheet
Formula Discovery Answer Key

Integration by Parts Masterclass

This sequence introduces Integration by Parts as the inverse of the Product Rule, equipping students to handle products of unrelated functions. Through inquiry, students derive the formula, apply the LIATE heuristic, master the Tabular Method for repeated integration, and solve cyclic integrals.

Lenny Avatar
Lenny
1/17
Sequence
Reversing the Chain Rule Slides
Pattern Finder Worksheet

Mastering Integration Through Substitution

A comprehensive 5-lesson unit for 11th Grade Calculus students focusing on the u-substitution method for integration, emphasizing pattern recognition, definite integral boundary changes, and advanced algebraic manipulation.

Lenny Avatar
Lenny
1/17
Sequence
Infinity Bounds Slides
Infinity Bounds Worksheet
Infinity Bounds Answer Key

Infinity and Growth Calculus

A 12th-grade calculus unit focusing on advanced integration techniques, including improper integrals, partial fractions, and trigonometric substitution, applied to real-world modeling scenarios like population growth and physics.

Lenny Avatar
Lenny
1/17
Sequence
Wave Power Slides
Wave Energy Worksheet

Trig Integration Blueprint

This sequence explores trigonometric integration techniques, from power reduction and identity manipulation to the geometric power of trigonometric substitution. Students learn to bridge the gap between algebraic radicals and right-triangle geometry.

Lenny Avatar
Lenny
1/17
Sequence
Substitution Secrets Slides
Hidden Derivative Worksheet
Substitution Strategist Teacher Guide

Strategic Integration Methods and Decision Making

This calculus sequence focuses on mastering complex integration techniques beyond basic antiderivatives. Students learn to navigate Advanced Substitution, Integration by Parts, the Tabular Method, and Partial Fraction Decomposition through a strategy-first lens, culminating in a mastery-based mixed practice challenge.

Lenny Avatar
Lenny
1/17
Sequence
Area Approximation Slides
Rectangle Rule Worksheet
Area Approximation Key

Integral Calculus Foundations

A comprehensive introduction to integral calculus for undergraduate students, covering the transition from geometric area approximations to the formal definition of the definite integral and the Fundamental Theorem of Calculus. Students move from finite sums to the powerful analytical tools used to calculate accumulation in continuous systems.

Lenny Avatar
Lenny
1/17
Sequence
Accumulation Area Slides
Velocity Distance Explorer Worksheet
Accumulation Teacher Guide

Foundations of Integration and the Fundamental Theorem

This sequence guides 12th-grade students from the conceptual understanding of area as accumulation to the algebraic precision of the Fundamental Theorem of Calculus. Students explore the 'area problem', formalize approximations via Riemann sums, define the definite integral through limits, and culminate in applying the Fundamental Theorem.

Lenny Avatar
Lenny
1/17
Sequence
Rectangle Rigging Slides
Rectangle Rigging Worksheet
Rectangle Rigging Answer Key

Area Accumulators

A comprehensive journey from approximating areas under curves with rectangles to the powerful Fundamental Theorem of Calculus. Students explore Riemann sums, the limit definition of the integral, geometric interpretations of area, and the mechanics of antiderivatives.

Lenny Avatar
Lenny
1/17
Sequence
Space Curve Slides
Space Curve Explorer Worksheet
Space Curve Explorer Answer Key

Calculus of Motion and Space Curves

A comprehensive sequence for undergraduate students covering the calculus of vector-valued functions, from basic visualization to curvature and kinematics. Students analyze space curves, compute arc length, and decompose acceleration into tangential and normal components.

Lenny Avatar
Lenny
1/17
Sequence
Vector Visuals Slides
Curve Sketching Worksheet
Vector Intro Teacher Guide

Modeling Motion with Vector-Valued Functions

This advanced calculus sequence guides students through the theory and application of vector-valued functions, covering limits, differentiation, integration, and their real-world applications in kinematics and projectile motion.

Lenny Avatar
Lenny
1/17
Sequence
Flight Path Slides
Vector Map Teacher Guide
Path Finder Worksheet
Path Finder Answer Key

Vector Velocity

An advanced exploration of vector-valued functions and their applications in modeling 2D motion and force, preparing students for multivariable calculus.

Lenny Avatar
Lenny
1/18
Sequence
Polar Area Slides
Sector Secrets Worksheet
Polar Area Teacher Key

Radial Integration Sequence

A comprehensive unit for 12th Grade Calculus students focusing on the integration of polar functions to find area, arc length, and surface area. Students transition from Cartesian thinking to radial accumulation, mastering the geometry of circular sectors and polar coordinate transformations.

Lenny Avatar
Lenny
1/18
Sequence
Utility Gap Slides
Utility Function Worksheet

Quantitative Finance and Risk Assessment

A graduate-level exploration of expected value applications in finance, covering utility theory, portfolio optimization, risk-neutral pricing, and tail risk metrics. Students transition from theoretical foundations to computational implementation using Monte Carlo methods.

Lenny Avatar
Lenny
1/18
Sequence
Lebesgue Expectation Worksheet
Expectation Foundations Slides

Rigorous Foundations of Expectation and Measure

A graduate-level exploration of expected value through the lens of measure theory, covering Lebesgue integration, fundamental inequalities, convergence theorems, and conditional expectation using Sigma-algebras.

Lenny Avatar
Lenny
1/18
Sequence
Divergence Test Slides
Divergence Test Worksheet
Divergence Test Key

Convergence Quest

An inquiry-based exploration of convergence tests for infinite series, focusing on visualization, logical justification, and strategic selection of testing methods. Students develop a comprehensive understanding of how to determine the behavior of unending sums.

Lenny Avatar
Lenny
1/18
Sequence
Integral Test Slides
Integral Test Lab Analysis Worksheet
Integral Test Answer Key

Convergence Lab Tests

A rigorous unit for 12th-grade Calculus students focusing on the Integral Test, p-series, and Comparison Tests (Direct and Limit) to determine the convergence of positive-term infinite series. Students will build a logical framework for selecting the most efficient convergence test for various mathematical structures.

Lenny Avatar
Lenny
1/18
Sequence
Mapping Motion Slides
Path Analysis Worksheet

Kinematic Analysis with Vector-Valued Functions

A comprehensive advanced calculus unit exploring the use of vector-valued functions to model and analyze motion in 2D and 3D space. Students will master differentiation, integration, and arc length calculations within a kinematic context, culminating in complex projectile modeling.

Lenny Avatar
Lenny
1/17
Sequence
Path Length Slides
Arc Length Worksheet

Geometric Curves and TNB Frame

This sequence explores the intrinsic geometry of curves in 3D space, focusing on arc length parameterization, the unit tangent vector, curvature, the principal normal vector, and torsion. Students will learn to quantify how paths bend and twist using the TNB (Tangent, Normal, Binormal) frame, providing a coordinate-independent description of movement.

Lenny Avatar
Lenny
1/17
Sequence
Accumulation Slides
Filling the Void Worksheet
Accumulation Facilitation Guide

The Fundamental Theorem of Calculus

A comprehensive unit connecting differentiation and integration through the Fundamental Theorem of Calculus. Students transition from visualizing accumulation to mastery of algebraic evaluation, applying these concepts to real-world net change and total area problems.

Lenny Avatar
Lenny
1/17
Sequence
Family Finder Worksheet
Mystery of C Slides
Mystery of C Teacher Guide

Antiderivatives and Indefinite Integration Techniques

A technical skill-building sequence for 11th-grade students focusing on the algebraic processes of finding antiderivatives, from basic power rules to solving initial value problems.

Lenny Avatar
Lenny
1/17
Sequence
Area Odyssey Slides
Speed Trap Worksheet
Velocity Accumulation Guide

Riemann Sums and the Definite Integral Definition

This sequence guides students through the conceptual transition from geometry to calculus by investigating the Area Problem. Students begin by estimating areas under curves using geometric shapes, discovering the relationship between rectangle width and approximation accuracy. As the sequence progresses, learners formalize these approximations using Sigma notation and limits, ultimately defining the definite integral.

Lenny Avatar
Lenny
1/17
Sequence
Shell Method Blueprints Slides
Shell Method Facilitator Guide
Shell Method Construction Sheet

Advanced Volume Techniques and Modeling

This sequence introduces advanced volume techniques in calculus, including the Shell Method and solids with known cross-sections. Students move from theoretical derivation to a project-based application where they model and calculate the volume of real-world objects.

Lenny Avatar
Lenny
1/17
Sequence
Area Between Curves Slides
Logo Ink Worksheet
Area Between Curves Teacher Guide

Shape Shifters Geometric Modeling

A comprehensive Calculus unit focused on calculating areas and volumes using integration. Students move from 2D area analysis to 3D geometric modeling using disks, washers, and cross-sections, culminating in a real-world modeling project.

Lenny Avatar
Lenny
1/17
Sequence
Decision Logic Worksheet
Decision Logic Slides
Strategy Facilitation Guide

Integration Strategy Mastery

A comprehensive 11th-grade calculus unit focused on strategic method selection for complex integration. Students transition from basic procedural fluency to high-level diagnostic thinking and real-world applications in physics and engineering.

Lenny Avatar
Lenny
1/17
Sequence
Reversing the Chain Rule Slides
Pattern Finder Worksheet

Mastering Integration Through Substitution

A comprehensive 5-lesson unit for 11th Grade Calculus students focusing on the u-substitution method for integration, emphasizing pattern recognition, definite integral boundary changes, and advanced algebraic manipulation.

Lenny Avatar
Lenny
1/17
Sequence
Ensemble Exploration Slides
Paths and Parameters Worksheet

Random Processes in Statistics

A comprehensive sequence on stochastic processes, stationarity, autocorrelation, and ergodicity, designed for undergraduate statistics and engineering students. The sequence moves from basic definitions of ensemble averages to the complex relationship between time and statistical averages.

Lenny Avatar
Lenny
1/17
Sequence
Poisson Limit Slides
Bernoulli Transition Worksheet
Derivation Master Teacher Guide

Continuous-Time Poisson Modeling

An undergraduate-level sequence exploring Poisson processes as continuous-time counting models, covering derivations, inter-arrival times, superposition, order statistics, and non-homogeneous variations.

Lenny Avatar
Lenny
1/17
Sequence
Slicing Space Slides
Slice and Stack Worksheet
Volume Foundations Teacher Guide

Volume Blueprint Derivations

A 12th-grade geometry sequence exploring the derivation of volume formulas using Cavalieri's Principle, limits, and cross-sectional analysis to bridge geometry and calculus.

Lenny Avatar
Lenny
1/17
Sequence
Expansion Logic Worksheet
Projection Power Slides
Dilation Master Guide

Fractal Horizons

This undergraduate geometry sequence bridges classical Euclidean similarity with modern fractal theory. Students progress from formal proofs of homothety to calculating the Hausdorff dimension of self-similar sets, exploring how scaling laws govern both biological structures and infinite recursive shapes.

Lenny Avatar
Lenny
1/17
Sequence
Radian Revolution Slides
Radian Discovery Worksheet
Conversion Key

Circle Logic

This undergraduate sequence explores the transition from degree-based geometry to the more 'natural' radian measure, focusing on the derivation of arc length and sector area formulas through proportional reasoning. Students will connect these geometric concepts to calculus preparation, analyze engineering errors, and perform formal abstract proofs.

Lenny Avatar
Lenny
1/17