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Free Data Science Resources: The Motherload

The best things in life are free. And meant to be shared. This is remarkably true when it comes to data science learning resources on the web. Really, you don’t need to invest a single dime to learn to be a data scientist. You just need to spend countless hours scouring the internet for these free data science resources. free-data-science-resources

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Mercifully, we have combed the web for you and put together the motherload of free data science resources. They are categorized into the following:

We hope you find the list helpful. Please let us know of any free data science sites, books and videos we failed to spot. Please also report any dead links so we may keep this list as fresh and updated as possible. Algorithms

Artificial Intelligence

Bayesian Networks

Big Data Analytics

Business

Computer Vision

  • Computer Vision: Models, Learning, and Inference, A principled model-based approach to computer vision that unifies disparate algorithms, approaches, and topics under the guiding principles of probabilistic models, learning, and efficient inference algorithms

Data Journalism

  • Data Journalism, For anyone who thinks that they might be interested in becoming a data journalist, or dabbling in data journalism

Data Mining

Data Scientists

Data Structures

Data Visualization

General Data Science

Hadoop, MapReduce

Information Retrieval

Linear Regression

Linguistic

Machine Learning, Predictive Analytics

Math

Metadata

Natural Language Processing

Network Science

Open Data

  • Open Data Handbook, Guides, case studies and resources for government & civil society  on the “what, why & how” of open data

Other Sites with Free Data Science Resources

Probability

Publishers

Python

R

Statistics

Text Mining

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