A collaborative workshop where students peer-review molecular blueprints, identifying bonding errors and optimizing structures for better performance against design criteria.
A 12-week structured curriculum for college students tracking Python competency. Spans four progressive modules from basic logical foundations to functional programming, OOP, and exploratory data science. Each module contains an interactive slide deck tailored for live warm-ups and checks.
Weeks 10-12. Transition to computational analysis. Covers NumPy array vectorization, Pandas DataFrame manipulation, basic data cleaning pipelines, and statistical summaries.
Interactive slide deck containing live coding warm-ups and formative competency checks for Weeks 10-12. Focuses on NumPy vectorization, array manipulation, Pandas indexing with loc/iloc, and descriptive aggregation methods.
Séquence pédagogique complète sur la cybersécurité en entreprise, axée sur l'analyse technique des risques, la remédiation des failles de sécurité et la préparation aux épreuves d'examen ou de certification.
Weeks 7-9. Implements structure and modeling. Focuses on class mechanics, instance methods vs class methods, class attributes, single/multiple inheritance, encapsulation, and cohesive modular software design.
Interactive slide deck containing live coding warm-ups and formative competency checks for Weeks 7-9. Focuses on class mechanics, instance methods vs class methods, class attributes, single/multiple inheritance, encapsulation, and cohesive modular software design.
A comprehensive workplace simulation sequence following Aura Solar Australia, a major renewable energy provider based in Melbourne. Students act as Corporate Administration Officers, executing complex, realistic tasks across the Microsoft Office Suite that align with Australian business standards, GST calculations, time zones, and privacy regulations.
Weeks 4-6. Develops procedural design and diagnostic skills. Focuses on user-defined functions, dict key-value mapping, local/global namespaces, robust exception blocks, and structured file operations.
Interactive slide deck containing live coding warm-ups and formative competency checks for Weeks 4-6. Focuses on custom function construction, scope variables, dictionary structures, file methods, and try-except strategies.
A comprehensive high school physics curriculum sequence aligned with the Connecticut Next Generation Science Standards (CT-NGSS), focusing on core concepts, quantitative problem-solving, and visual models.
Weeks 1-3. Establishes core conceptual baselines. Covers variable assignment, dynamic typing, conditional flow, looping patterns, and basic list sequence operations.
Interactive slide deck containing live coding warm-ups and formative competency checks for Weeks 1-3. Focuses on variables, core logical conditions, iteration structures, and basic list slicing.
