1. Overview of AI
  2. Linear Algebra
  3. Vector Calculus
  4. Basic Statistics and Probability Theory
  5. Statistics Inference and Applications
  6. Neural Networks
  7. Clustering
  8. Dimensionality Reduction
  9. Computer Vision
  10. Sequence Learning Models
  11. Natural Language Processing
  12. Generative Models