A fully self-contained introduction to machine learning. All that the reader requires is an understanding of the basics of matrix algebra and calculus. Machine Learning: An Applied Mathematics Introduction covers the essential mathematics behind all of the most important techniques.. Chapter list:
https://www.amazon.com/Machine-Learning-Applied-Mathematics-Introduction/dp/1916081606

