Free resources for learning data science
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Updated Think Stats book with 2nd version
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README.md Updated Think Stats book with 2nd version Mar 15, 2018

README.md

List of Data Science/Big Data Resources

This list contains free learning resources for data science 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

Index

Data Science Introduction

Data Processing

Data Analysis

Fundamentals

Network Analysis

Statistics

Data Mining

Machine Learning

Data Science Application

Information Retrieval

Data Visualization

Uncategorized

MOOCs about Data Science

License

CC0