Welcome to GenAI’s Documentation!

Table of Contents

Contents:

• Introduction
  • The Surge of AI: Motivation for This Course
  • How to Use This Course and Materials
• 1. Quick Study of Deep Learning
  • Optimization Algorithms
  • Supervise Learning
  • Unsupervised Learning
  • Semisupervised Learning
  • Reinforcement Learning
  • Computation Resource Management
  • References
• 2. Large Language Modeling
  • What the Blackbox Is
  • Decoding from A Trained Model
  • Tokenization and Vocabulary
  • Transformer Structure
  • References

Indices and tables

• Index

• Module Index

• Search Page