CS 123 Course Materials

Lecture Notes

• 1: Overview of AI

  • Overview of AI, Part 1
  • Overview of AI, Part 2

• 2: Problem Solving with Symbolic AI

  • History of AI Part 1
  • Symbolic AI Problem Solving
  • Zombie River Crossing Solution

• 3: Machine Learning Part 1

  • AI Problem Solving Revisited
  • Machine Learning: Bayes' Rule

• 4: Machine Learning Part 2

  • More Machine Learning.

• 5: History of AI

  • Hisotry of AI

• 6: Neural Networks and Deep Learning

  • Artificial Neural Networks

• 7: Generative AI and Prompt Engineering

  • Generative AI
  • Prompt Engineering

• 8: Retrieval-Augmented Generation and Custom Chatbots

  • Retrieval-Augmented Generation
  • Custom Chatbots with Copilot Studio

• 9: Social and Ethical Issues of AI

  • Benefits and Dangers of AI