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Preview of AI Algorithms & Recommendation Systems STEM Project

AI Algorithms & Recommendation Systems STEM Project

How do apps like YouTube, Netflix, TikTok, Spotify, and online stores decide what to recommend to us?In this highly engaging Grade 4–5 STEM and AI investigation, students become AI Recommendation Analysts exploring how machines collect data, recognize patterns, predict preferences, and generate personalized recommendations. Through authentic problem-solving, live data analysis, collaborative discussions, and higher-order thinking activities, students investigate how recommendation systems shape
Preview of AI Air & Water Health Data Lab

AI Air & Water Health Data Lab

Can artificial intelligence help humans identify unhealthy air and water conditions before they become dangerous?In this immersive Grade 4–5 STEM and environmental data science investigation, students become AI Environmental Health Analysts tasked with examining real-world environmental data, identifying pollution patterns, analyzing health risks, and developing evidence-based recommendations to improve community health and safety. Students explore how AI systems are used in the real world to:
Preview of AI & Community Helpers: Working Together to Solve Problems

AI & Community Helpers: Working Together to Solve Problems

How can artificial intelligence help community helpers solve problems, protect people, and improve daily life?In this highly engaging Grade 4–5 STEM and AI investigation, students explore how artificial intelligence supports the important work of community helpers such as: doctors nurses firefighters police officers teachers environmental scientists emergency responders city planners Students become AI Community Innovation Analysts as they investigate how humans and AI systems can work
Preview of AI for Good: Real-World Problem Solving Bundle

AI for Good: Real-World Problem Solving Bundle

In this innovative Grade 4–5 AI and wellness project, students become Digital Wellness Analysts exploring how AI systems can help humans make healthier technology decisions, improve focus, support mental health, and create balanced digital lifestyles. Using authentic data collection, classroom surveys, pattern recognition, and evidence-based analysis, students investigate: screen time habits sleep patterns gaming and social media usage focus and productivity emotional well-being health
Preview of AI STEM Disease Spread Prevention Project Grades 4–5

AI STEM Disease Spread Prevention Project Grades 4–5

Can artificial intelligence help humans predict, track, and reduce the spread of diseases?In this highly engaging Grade 4–5 STEM and data science investigation, students become AI Epidemiologists tasked with analyzing patterns of disease spread, interpreting real-world health data, identifying transmission risks, and developing AI-supported prevention strategies to protect communities. Students explore how artificial intelligence is used in modern public health systems to: detect outbreaks an
Preview of Can AI Help Save Lives During Disasters?

Can AI Help Save Lives During Disasters?

Can artificial intelligence help humans respond faster and more effectively during natural disasters and emergencies?In this highly engaging Grade 4–5 STEM and AI investigation, students become AI Emergency Response Analysts tasked with exploring how artificial intelligence can support disaster relief efforts, improve emergency planning, identify dangerous conditions, and help communities stay safe during crises. Students investigate how AI systems are used in the real world to: predict storms
Preview of Be the Netflix AI

Be the Netflix AI

In this district showcase-level lesson, students become AI recommendation analysts and investigate how platforms like Netflix use data to suggest shows, movies, and videos. Students collect real-world preference data from classmates, organize it, analyze patterns, compare evidence, and build recommendation rules the way an AI system might. Rather than simply learning that “AI makes recommendations,” students experience the full thinking process behind it: gathering user data, identifying trends
Preview of AI Helping With Screen Time Balance

AI Helping With Screen Time Balance

What happens when students use artificial intelligence to investigate healthy technology habits and screen time balance?In this innovative Grade 4–5 AI and wellness project, students become Digital Wellness Analysts exploring how AI systems can help humans make healthier technology decisions, improve focus, support mental health, and create balanced digital lifestyles. Using authentic data collection, classroom surveys, pattern recognition, and evidence-based analysis, students investigate: sc
Preview of AI Helping Humans With Food Shortages

AI Helping Humans With Food Shortages

This includes everything you need This Bundle includes: This bundle includes 12 classroom-ready files: Full lesson plan Student analyst worksheet Teacher facilitation guide Administrator walkthrough cheat sheet Google Form data-collection template Assessment rubric Exit ticket Teacher source guide Pear Deck-style PowerPoint presentation Sample data file Live data dashboard spreadsheet README guideThe students are not just “learning about AI.” They are acting like an AI-assisted hu
Preview of Can AI Help Save Shelter Animals?

Can AI Help Save Shelter Animals?

What’s Included This complete ZIP package includes: Detailed Lesson Plan Teacher Guide Teacher Command Center Student Analyst Workbook Student Step-by-Step Guide Student Role Cards Vocabulary Cards Rubrics Exit Tickets Reflection Materials Claim-Evidence-Reasoning Checklist Human Review Checklist Google Form Setup Guide Google Sheets Dashboard Setup Guide Excel / Google Sheets Dashboard Template Sample Shelter Case Data AI-Style Scoring Model Guide Formula Guide QR Code Setup
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