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Alabama Digital Literacy and Computer Science 9-12

Intro to AI and Machine Learning

In this module, students will gain an understanding of the main concepts and vocabulary around AI.

Lessons

10.1 How to Use AI Tools Safely

  • What Are AI Tools?
  • Account Creation Do's and Don'ts
  • Protecting Your Personal Information
  • AI Mistake Detective
  • Would You Trust This? Quick Decisions
  • +2 more

10.2 Human & Artificial Intelligence

  • Human & Artificial Intelligence
  • Human & Artificial Intelligence Reflection
  • The Turing Test as a Measure of Intelligence
  • The Turing Test as a Measure of Intelligence Reflection
  • A Test of Intelligence
  • +5 more

10.3 Generative vs. Predictive AI

  • Generative vs. Predictive AI
  • Explore AI Google Experiments
  • XYZ Toy
  • Instrument Playground
  • Quick, Draw!
  • +3 more

10.4 Large Language Models

  • Large Language Models
  • Large Language Models Reflection
  • Comparing LLMs
  • Comparing LLMs Reflection
  • Multimodal AI
  • +4 more

10.5 Prompt Engineering

  • What is Prompt Engineering?
  • Prompt Engineering Best Practices
  • More Prompt Engineering Techniques
  • Text Prompt Reflection
  • Prompt Engineering Tips for Images
  • +4 more

10.6 Prompt Practice & Refinement

  • Practice Writing Prompts
  • Compare Your Prompts
  • Peer Feedback on Prompts
  • Scenario 2: Apply What You Learned
  • Reflection: What Makes a Good Prompt?

10.7 Who Builds AI?

  • Will AI help or hurt diversity and inclusion?
  • Will AI help or hurt diversity and inclusion? Reflection
  • How Do You Teach AI?
  • How Do You Teach AI Reflection
  • Consequences of Exposing Bias in AI
  • +4 more

10.8 Intro to Machine Learning

  • Machine Learning and Neural Networks
  • Machine Learning and NN Reflection
  • Convolutional Neural Networks
  • Convolutional Neural Networks Response
  • Visualizing High-Dimensional Space
  • +3 more

10.9 Supervised Learning

  • Supervised Learning
  • Sketch-RNN: Multi Predict
  • How Apple's Face ID Works
  • What is Teachable Machine?
  • Explore a Teachable Machine Project
  • +1 more

10.10 Unsupervised Learning

  • Unsupervised Learning
  • Categorize These Shapes
  • Categorize These Shapes Reflection
  • The Infinite Drum Machine
  • t-SNE Map of Artwork
  • +1 more

10.11 Reinforcement Learning

  • Reinforcement Learning
  • Game: Hot & Cold
  • Hot & Cold Reflection
  • How to Teach an AI to Play a Game
  • How to Teach an AI to Play a Game Reflection
  • +3 more

10.12 Data's Role in Machine Learning

  • Why Data Matters in AI
  • Why Data Matters in AI Quiz
  • What Makes Good Data?
  • What Makes Good Data? Quiz
  • Data Representation: A Deeper Dive
  • +4 more

10.13 Improving a Model

  • When Good Data Isn't Enough
  • Fix This Model
  • Model Improvement Reflection

10.14 Project: Build a Sorting Machine

  • Project Introduction: Building Sorting Machines
  • Build Your Sorting Machine - Supervised Learning
  • Supervised Learning Submission
  • Peer Review
  • Build Your Sorting Machine - Unsupervised Learning
  • +2 more

10.15 Intro to AI Unit Quiz

  • Intro to AI Unit Quiz

10.16 Machine Learning Unit Quiz

  • Machine Learning Unit Quiz

Courses that include this module