CS480 - Introduction to Machine Learning

http://www.gautamkamath.com/courses/CS480-fa2025.html

Avoiding overfitting:

• Bagging
• Regularization
  • Weight Decay
• Data Augmentation

Things Im not familiar with:

• Expectation Maximization
• GAN
• Fast gradient sign method