Un guide complet pour l'enseignant incluant les objectifs pédagogiques, le déroulement de la séance étape par étape, des conseils techniques pour Vittascience et le corrigé de la fiche élève.

Une fiche d'activité structurée pour les élèves, les guidant à travers les étapes de collecte de données, d'entraînement de l'IA sur Vittascience et de conception de l'algorithme du distributeur.

Une présentation de 6 diapositives introduisant les concepts d'IA pour le projet de distributeur de croquettes intelligent, incluant le fonctionnement des pixels, l'apprentissage supervisé et le score de confiance.

Un guide complet pour l'enseignant incluant les corrigés des exercices, des pistes de différenciation pour les différents niveaux du collège et un barème de notation pour la rédaction.

Un guide de rédaction créative où les élèves conçoivent leur propre robot de sauvetage avant d'écrire le récit de sa première mission.

Un texte narratif sur un sauvetage effectué par un robot humanoïde, accompagné de questions de compréhension pour tester l'analyse et la lecture fine.

Une présentation dynamique introduisant les enjeux, les types de robots et des exemples concrets pour lancer le débat sur la robotique de sauvetage.

Une fiche de vocabulaire complète avec glossaire technique, exercices d'association et texte à trous pour maîtriser le lexique de la robotique de secours.

Answer key for the Final Review Quiz. Rationales were improved for clarity and consistency. Removed instructor notes and resource headers for a cleaner layout. Added layout improvements for page-break consistency.

A 30-question multiple-choice review for introductory chemistry laboratory students. Improved diagram rendering and ensured question integrity across page breaks. Removed unstable LaTeX in favor of clean HTML entities for broader compatibility.

A comprehensive study guide covering pH calculations, laboratory indicator tests, organic chemistry functional groups, and quantitative solution calculations for chemistry laboratory students. Added a Quick Practice Arena for calculation practice and fixed layout issues.

A teacher-facing reflection guide to be completed after the observation, designed to facilitate a productive post-conference discussion regarding scaling lessons and classroom management.

A formal teacher observation feedback document based on the Marzano framework, specifically addressing learning targets, instructional deep-dives into scale conversion, and classroom management strategies.

A comprehensive teacher facilitation guide for Operation Earth. Includes a mission timeline for document deployment, specific support strategies for bilingual/ELL students, inquiry prompts, and presentation ideas. Simplified language is used for easy educator reference.

A simplified tactical worksheet to help students narrow their research focus. Uses simple language like 'Where?', 'Who?', and 'Why?' to guide bilingual students through picking a specific research target. Light backgrounds are used in all work areas for handwriting legibility.

A mission-themed brainstorming worksheet for Operation Earth with simplified language for bilingual students. Scaffolds inquiry from basic facts to 'hard' questions using a question ladder and a central mind map.

A participant handout for Lesson 2 (Decomposition) with a Rally Coach section for low-lift tasks, a Professional Blueprint for classroom application, and a reflective Coach's Corner connecting early exposure to long-term CS success.

A 5-slide presentation for Lesson 2 (Decomposition) featuring the Allison Cuttler quote, the video intro, Rally Coach instructions, and professional application examples across storytelling, standards, and math.

Updated facilitation guide for Lesson 2 (Decomposition), featuring quotes from Krauss & Prottsman and Allison Cuttler, a Rally Coach instructional strategy, and cross-curricular connections from literacy to industrial tech.

A teacher guide with standards, pacing, and pedagogical tips. Optimized for single-page use with improved contrast and layout.

A structured planning document for advocacy projects. Optimized for 2-page printing with an expanded sketch area and clear checklist.

A research and analysis worksheet where students investigate environmental inequality. Optimized for 2-page printing with generous work areas and built-in visual aids.

A 6-slide presentation covering environmental justice concepts, the Flint water crisis, urban air pollution data, and potential community solutions.

A teacher-facing facilitation guide for the Waste Wise project, including learning objectives, pacing, safety notes, and discussion prompts.

A detailed grading rubric for the Trash to Treasure video project, focusing on scientific accuracy, creative execution, and technical quality.

A comprehensive project guide and rubric for high school students to create a video documentary or performance art piece focused on waste management and upcycling, inspired by Shoji Yamasaki.

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.

A two-day facilitation guide for the Unit 4 Capstone: The Big Pitch. Includes room setup instructions, the 3+2 minute timing rules, and instructional scripts for the "Shark Tank" Q&A and final "Class Cash" investment reflection. Optimized for single-page printing.

A high-stakes presentation slide deck for the Unit 4 Capstone: The Big Pitch. Includes "Founder's Circle" hooks, 3+2 pitch rules, scoring criteria for design, data, and delivery, and the final "Investor's Choice" exit ticket.

A student rehearsal log and peer-feedback worksheet for Lesson 38. Includes a non-verbal fundamentals checklist, space for partner feedback on projection and filler words, and an exit ticket for self-correction. Optimized for single-page printing.

A facilitation guide for teachers covering Lesson 38: Public Speaking with Media. Includes instructional scripts for non-verbal communication, projection coaching tips, and professional speaking context. Optimized for single-page printing.

A high-impact slide deck for Lesson 38: Public Speaking with Media. Covers non-verbal communication, the speaker's toolkit (eye contact, posture), projection techniques, and a rehearsal roadmap.

A student planning and checklist worksheet for Lesson 37. Includes a data proof strategy section, a slide asset checklist for the final five slides of the pitch deck, and a project self-audit checklist. Optimized for printing.

A comprehensive teacher facilitation guide for Lesson 37: Building the Deck. Includes pacing, simplification strategies for data slides, animation techniques, and professional context on financial scrutiny. Optimized for single-page printing.

A professional slide deck for Lesson 37 focusing on data integration and presentation flow. Covers chart simplification, animation for storytelling, and provides a final project checklist for the full pitch deck. Corrected numbering and syntax.

A student drafting and checklist worksheet for Lesson 36. Includes brand alignment fields for HEX codes and typography, a slide asset checklist for the first five slides, and a professional audit section for visual consistency. Optimized for printing.

A comprehensive teacher facilitation guide for Lesson 36: Building the Deck. Includes instructional scripts for the 'Death by PowerPoint' hook, technical tips for master slides/frames, and professional marketing context.