Over a Dozen of Free Data Science Ebooks

“If the statistics are boring, then you’ve got the wrong numbers.” – Edward R. Tufte

Here you’ll find William’s top recommendation of quality data science ebooks. Bookmark this page as he promises for new findings in the future. Among the topics covered include:-

Python and R (3 free ebooks)

Probability and Statistics (3 free ebooks)

Statistical Machine Learning (2 free ebooks)

Data Analysis Process (3 free ebooks)

Experimental Design (1 free ebook)

Data Visualization with D3.JS (2 free ebooks)

Data Mining / Deep Learning (2 free ebooks)

Interviews with Real Data Scientists (1 free ebook)

Build Data Science Teams (1 free ebook)

Over a Dozen of Free Data Science Ebooks

by William Chen

Click on the link below to view / download these free ebooks:-
Over a Dozen of Free Data Science Ebooks – Various formats

57 Computer History Videos, Documentaries and Ebooks

Computing is the bedrock technology that fuels the homes of billions of people around the world. It offers endless possibilities for producing, sharing, and saving information. In this article, a list originally maintained by Thomas Watson, recompiled and cleaned, takes a look at some of the most important innovations in computing history. It covers information from as early as 1953, right down to 2016, in various forms of folklores, recordings, documentaries, interviews, lectures and movies.

136 Free Scientific Articles, Thesis and Reports on Deep Learning for Music

Over the last several years, a new area of research called deep learning has taken the machine learning community by storm, delivering very promising results in all areas of speech and image recognition. However, one missing link is the lack of an accessible and easy-to-use open-source deep learning library for the music and/or audio research community. In this post we will introduce you to scientific articles, thesis and reports that use deep learning approaches applied to music. The documents are generally in PDF formats, sorted by years and paired with source codes if they’re available.

181 Articles, Websites and Resources about Diversity and Inclusion in Technology

This collection includes postings, articles, talks, actionable tools, conferences, social media advocates, and other resources on diversity, specifically diversity in technology. The list’s goal is to provide quick access to diversity information to tech companies and communities that want to do more in their everyday actions to make the tech industry a more inclusive place, as well as to individuals who want to learn more about topics related to diversity and equity in the tech field.

Over a Dozen of Free Data Science Ebooks

“If the statistics are boring, then you’ve got the wrong numbers.” – Edward R. Tufte