• ProbML Notes
• Introduction
• Probability
• Probability (Advanced Topics)
• Statistics
• Decision Theory
• Information Theory
• Optimization
• Discriminant Analysis
• Logistic Regression
• Linear Regression
• Feed Forward Neural Networks
• Convolution NN
• Recurrent Neural Networks
• Exemplar Methods
• Trees
• SSL
• Recommendation Systems