Название: Basics of Linear Algebra for Machine Learning: Discover the Mathematical Language of Data in Python
Автор: Jason Brownlee
Год: 2018
Страниц: 212
Формат: True PDF
Размер: 10 Mb
Язык: English

Linear algebra is a pillar of machine learning. You cannot develop a deep understanding and application of machine learning without it.

In this new laser-focused Ebook written in the friendly Machine Learning Mastery style that you’re used to, you will finally cut through the equations, Greek letters, and confusion, and discover the topics in linear algebra that you need to know.

Using clear explanations, standard Python libraries, and step-by-step tutorial lessons, you will discover what linear algebra is, the importance of linear algebra to machine learning, vector, and matrix operations, matrix factorization, principal component analysis, and much more.