A workshop sheet for engineering students to evaluate machine learning classification models using confusion matrices, focusing on the cost-based trade-offs between precision and recall.
A research primer for students explaining the mechanics of bioaccumulation and biomagnification, providing inquiry questions and scientific vocabulary to support their lab report research.
A formal grading rubric for teachers to assess the Plastic-Free Project lab report, focusing on research depth, challenge integrity, and scientific writing standards.
A two-week tracking log for students to document their single-use plastic encounters, attempted alternatives, and difficulty levels as part of their Zero Waste Quest project.
A comprehensive project guide for the Zero Waste Quest, detailing the challenge rules, research requirements on bioaccumulation, and the specific structure for the final formal lab report.
A student planning worksheet for the Portfolio Showcase. Includes a draft area for a professional bio, an asset inventory checklist for all Unit 4 projects, and a final launch area for the live URL. Optimized for single-page printing.
A facilitation guide for teachers covering Lesson 42-43: The Portfolio Showcase. Includes instructional scripts for the 'digital resume' hook, technical curation tips, and professional farewell notes. Optimized for single-page printing.
A celebratory and professional slide deck for the Portfolio Showcase. Guides students through the transition from students to founders, the philosophy of curation, and the technical steps to publish their work as a professional digital studio.
A student drafting worksheet for Lesson 41: The Business Reflection. Includes a SWOT analysis matrix for the pitch, space for a 3-paragraph strategic reflection (The Pivot Document), and an end-of-semester proud moment exit ticket. Optimized for single-page printing.
A teacher facilitation guide for Lesson 41: The Business Reflection. Includes instructional scripts for the 'famous pivot' hook, SWOT analysis instruction, and professional context on business retrospectives. Optimized for single-page printing.
A reflective slide deck for Lesson 41. Covers famous business pivots, introduces the SWOT analysis framework for performance evaluation, and guides students through drafting a 3-paragraph strategic reflection.
A student evaluator rubric and investment log for the two-day "Big Pitch" event. Includes a boardroom scoring table for peer feedback on visual design, data, and delivery, plus the final "Class Cash" investment decision. Optimized for printing.