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Florida Computer Programming Fundamentals Honors

Intro to AI

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

Lessons

14.1 Human & Artificial Intelligence

  • Human & Artificial Intelligence
  • Human & Artificial Intelligence Reflection
  • History of Artificial Intelligence
  • The Turing Test as a Measure of Intelligence
  • The Turing Test as a Measure of Intelligence Reflection
  • +7 more

14.2 Branches of Artificial Intelligence

  • Introducing the Branches
  • Learn About Expert Systems
  • Expert System Reflection
  • Learn About Natural Language Processing
  • Natural Language Processing Reflection
  • +3 more

14.3 Generative vs. Predictive AI

  • Generative vs. Predictive AI
  • Explore AI Google Experiments
  • XYZ Toy
  • Instrument Playground
  • Quick, Draw!
  • +4 more

14.4 Large Language Models

  • Large Language Models
  • Large Language Models Reflection
  • Multimodal AI
  • Multimodal Model Reflection
  • Sketch a Website
  • +2 more

14.5 Prompt Engineering

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

14.6 Intro to Machine Learning

  • Machine Learning and Neural Networks
  • Machine Learning and NN Reflection
  • Applications of AI and ML
  • Reflection: AI Applications
  • Convolutional Neural Networks
  • +5 more

14.7 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

14.8 Unsupervised Learning

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

14.9 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

14.10 Algorithms in AI

  • Algorithms in AI
  • AI Measurement Tests
  • AI Measurement Tests Reflection
  • Comparing LLMs
  • Comparing LLMs Reflection
  • +1 more

Courses that include this module