2 ms·
Linear Algebra Linear programming Advanced calculus Nonlinear programming Probability Stochastic processes Time series analysis Fourier theory Basic mat
by graycat 13y ago
Linear Algebra
Linear programming
Advanced calculus
Nonlinear programming
Probability
Stochastic processes
Time series analysis
Fourier theory
Basic mathematical statistics
Multivariate statistics
Analysis of variance and
experimental design
Analysis of categorical data
- gtani 13y agoYes! (more detail: http://www.cs.ubc.ca/~murphyk/MLbook/pml-toc-22may12.pdf http://www.cs.ubc.ca/~murphyk/MLbook/pml-toc-22may12.pdf )
- graycat 13y agoWow! Yup, he made it, just over 1000 pages! From the table of contents, the only thing I could find missing was the kitchen sink! His prerequisites are: "multivariate calculus, probability, linear algebra, and computer programming". He does say that there is code on-line for nearly everything in the book, code for Matlab/Octave.