Mathematics Books
Information Theory, Inference, and Learning Algorithms
Information theory and inference, often taught separately, are here united in one entertaining textbook. These topics lie at the heart of many exc…
Computability and Logic
Computability and Logic has become a classic because of its accessibility to students without a mathematical background and because it covers not …
R for Data Science: Import, Tidy, Transform, Visualize, and Model Data
Learn how to use R to turn raw data into insight, knowledge, and understanding. This book introduces you to R, RStudio, and the tidyverse, a colle…
Nine Algorithms That Changed the Future: The Ingenious Ideas That Drive Today's Computers
Every day, we use our computers to perform remarkable feats. A simple web search picks out a handful of relevant needles from the world's biggest …
Turing's Cathedral: The Origins of the Digital Universe
“It is possible to invent a single machine which can be used to compute any computable sequence,” twenty-four-year-old Alan Turing announced in 19…
Cryptography Engineering: Design Principles and Practical Applications
The ultimate guide to cryptography, updated from an author team of the world's top cryptography experts. Cryptography is vital to keeping informat…
The Book of Why: The New Science of Cause and Effect
A Turing Award-winning computer scientist and statistician shows how understanding causality has revolutionized science and will revolutionize art…
Mathematics for Machine Learning: 1st Edition
The fundamental mathematical tools needed to understand machine learning include linear algebra, analytic geometry, matrix decompositions, vector …
The Hundred-Page Machine Learning Book
Concise and to the point — the book can be read during a week. During that week, you will learn almost everything modern machine learning has to o…
Category Theory for Programmers
Collected from the series of blog posts starting at: https://bartoszmilewski.com/2014/10/2... Hardcover available at: http://www.blurb.com/…