Math and Programming for Machine Learning
Math and Programming for Machine Learning
Preface
1
Computer Programming
2
Basic Math
3
Numerical Computation
4
Calculus
5
Linear Systems
6
Vector Spaces
7
Matrix Algebra
8
Tensor Algebra
9
Multivariate Calculus
10
Optimization
11
Basic Probability
12
Multivariate Distributions
13
Statistics
Table of contents
Preface
Math and Programming for Machine Learning
Author
Ryan Kingery
Preface
This is my book
Math and Programming for Machine Learning
. Still a work in progress.
1
Computer Programming