# Content: Books / Free eBooks

Change Search Criteria:### Tales of Science and Data

Books / Free eBooksThis is an ebook written as a series of Jupyter notebooks, “intended as a collection of personally elaborated materials on Data Science. Topics span a quite large spectrum in the Data Science field: nothing will ever be fully comprehensive, but the purpose is keeping this continuously updated. Learning never ends!” Content includes: Probability & Statistics Machine Learning: Supervised Learning Unsupervised Learning Artificial Neural Networks Model Assessment Natural Language Processing Computer … Continue Reading

### Python for Informatics: Exploring Information

Books / Free eBooks / physical books or multiple formatsFrom Amazon: “This book is designed to introduce students to programming and computational thinking through the lens of exploring data. You can think of Python as your tool to solve problems that are far beyond the capability of a spreadsheet. It is an easy-to-use and easy-to learn programming language that is freely available on Windows, Macintosh, and Linux computers. There are free downloadable copies of this book in various electronic … Continue Reading

### Field Guide to Continuous Probability Distributions

Books / Free eBooksThis compendium details hundred or so simple continuous probability distributions, their properties and their interrelations.

### Efficient R Programming: A Practical Guide to Smarter Programming

Books / Free eBooks / physical books or multiple formatsFrom Amazon: “There are many excellent R resources for visualization, data science, and package development. Hundreds of scattered vignettes, web pages, and forums explain how to use R in particular domains. But little has been written on how to simply make R work effectively—until now. This hands-on book teaches novices and experienced R users how to write efficient R code. Drawing on years of experience teaching R courses, authors Colin … Continue Reading

### Machine Learning Cheat Sheet

Books / Cheat Sheets / Free eBooks / References, Learning Guides, Etc.This cheat sheet contains many classical equations and diagrams on machine learning, which will help you quickly recall knowledge and ideas in machine learning.

### Think Bayes

Books / Free eBooks / physical books or multiple formatsUse your existing programming skills to learn and understand Bayesian statistics. Work with problems involving estimation, prediction, decision analysis, evidence, and hypothesis testing.

### What Is Data Science?

Books / Free eBooksWhy do we suddenly care about statistics and about data? This report examines the many sides of data science — the technologies, the companies and the unique skill sets.

### Data Analysis for the Life Sciences

Books / Free eBooks / physical books or multiple formatsData analysis is now part of practically every research project in the life sciences. In this book we use data and computer code to teach the necessary statistical concepts and programming skills to become a data analyst.

### The Data Science Handbook

Books / Free eBooks / physical books or multiple formatsThe Data Science Handbook is a compilation of in-depth interviews with 25 remarkable data scientists, where they share their insights, stories, and advice.

### The Art of Data Science

Books / Free eBooksThis book describes, simply and in general terms, the process of analyzing data.

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