diff --git a/README.md b/README.md index 688ef3f..88534a2 100644 --- a/README.md +++ b/README.md @@ -221,13 +221,29 @@ Courses | Duration | Effort | Prerequisites [Differential Geometry](https://ocw.mit.edu/courses/mathematics/18-950-differential-geometry-fall-2008/) [(Supplementary Video Lectures)](https://www.youtube.com/playlist?list=PLIljB45xT85DWUiFYYGqJVtfnkUFWkKtP) | 10 weeks | 6-8 hours/week | Multivariable Calculus, Introduction To Analysis and Linear Algebra ### Probability and Statistics -Combinatorics, probability, statistics, game theory, applied stats +| Subtopic | Course / Book | Duration (Weeks) | Effort (Hours/Week) | Prerequisites | +|--------------------------|--------------|------------------|---------------------|---------------| +| **Combinatorics** | *A Walk Through Combinatorics* - Miklós Bóna | 6-8 | 6-8 | Discrete Math | +| **Probability** | [Introduction to Probability - Blitzstein (Harvard)](https://projects.iq.harvard.edu/stat110/home) | 10 | 8-10 | Basic Calculus | +| **Statistics** | *All of Statistics* - Larry Wasserman | 12-14 | 6-10 | Probability, Linear Algebra | +| **Game Theory** | [Multiagent Systems - Shoham & Leyton-Brown (Stanford)](https://web.stanford.edu/~shoham/) | 8 | 6-8 | Probability, Basic Graph Theory | +| **Applied Statistics** | *The Elements of Statistical Learning* - Hastie, Tibshirani, Friedman | 14 | 10-12 | Linear Algebra, Probability | ### Mathematical Analysis -Real analysis, numerical analysis, complex analysis, optimization theory +| Subtopic | Course / Book | Duration (Weeks) | Effort (Hours/Week) | Prerequisites | +|-------------------------|--------------|------------------|---------------------|---------------| +| **Real Analysis** | *Principles of Mathematical Analysis* - Walter Rudin | 14 | 10-12 | Calculus 1-3, Linear Algebra | +| **Numerical Analysis** | *Numerical Linear Algebra* - Trefethen & Bau | 10 | 8-10 | Linear Algebra | +| **Complex Analysis** | *Visual Complex Analysis* - Tristan Needham | 10-12 | 6-8 | Basic Real Analysis | +| **Optimization Theory** | [Convex Optimization - Boyd & Vandenberghe (Stanford)](https://web.stanford.edu/~boyd/cvxbook/) | 12 | 8-12 | Linear Algebra, Calculus, Probability | ### Abstract Algebra -Abstract algebra, category theory, algebraic geometry and topology +| Subtopic | Course / Book | Duration (Weeks) | Effort (Hours/Week) | Prerequisites | +|---------------------------|--------------|------------------|---------------------|---------------| +| **Abstract Algebra** | *Abstract Algebra* - Dummit & Foote | 14 | 10-12 | Linear Algebra | +| **Category Theory** | *Category Theory for Scientists* - David Spivak | 10 | 6-8 | Abstract Algebra, Graph Theory | +| **Algebraic Geometry** | *Algebraic Geometry* - Robin Hartshorne | 16+ | 12+ | Abstract Algebra, Real & Complex Analysis | +| **Algebraic Topology** | *Algebraic Topology* - Allen Hatcher | 14 | 10-12 | Group Theory, Topology | ## Congratulations