Machine Learning

Coming soon!

1. Supervised Learning
   1. Discriminative
      1. Linear Regression
      2. Logistic Regression
      3. Generalized Linear Models
      4. Kernel
   2. Generative
2. Unsupervised learning
3. Self-supervised learning and foundation models
4. Reinforcement Learning
5. Generalization
6. Model Selection

• Supervised Learning
  • Discriminative
    • Linear Regression
    • Logistic Regression
    • Generalized Linear Models
    • Kernel
  • Generative
• Unsupervised learning
• Self-supervised learning and foundation models
• Reinforcement Learning
• Generalization
• Model Selection