Learning

Disclaimer: these are my own notes, intended as a learning opportunity and for use as a quick reference. Many notes are woefully incomplete. Don’t judge :)

• Approximations, Techniques, Miscellaneous
• Bayesian Nonparametrics
• Calculus
• Convex Analysis
• Deep Learning
• Differential Equations
• Dynamical Systems and Control
• Inequalities
• Information Theory
• Kernels
• Linear Algebra
• Machine Learning
• Natural Language Processing
• Neural Computation
• Numerical Methods
• Optimization
• Probability
• Probabilistic Graphical Models
• Real Analysis
• Reinforcement Learning
• Signals
• Statistics
• Stochastic Processes

On less mathematical topics

• Book Summaries