List of Free Learning Resources for Data Science, Machine Learning & Big Data: According to Github

By Kimberly Cook |Email | Oct 27, 2018 | 82953 Views

This list contains free learning resources for data science, machine learning and big data related concepts, techniques, and applications. Inspired by Free Programming Books.

Each entry provides the expected audience for the certain book (beginner, intermediate, or veteran). It may be subjective, but it provides some clue of how difficult the book is.

How To Contribute
  • Fork
  • Edit, and add your recommendations (for beginner, intermediate, or veteran)
  • Send a Pull Request


Data Science Introduction

Data Processing

Data Analysis

Network Analysis


Data Mining

Machine Learning

Data Science Application
Information Retrieval
Data Visualization


MOOCs about Data Science

Source: HOB