Data Science Books, Tutorials, and Courses

Data Science Tutorials

• Python 4 Data Science Ch License: CC0

Data Science Books

• Data Science Ipython Notebooks License: Apache

• Python for Data Science License: -

• Python Data Science License: LGPL

• Foundations of Computational Linguistics

CC-BY Data Science Books

• Learning Statistics with R License: CC-BY

• Introduction to Open Data Science License: CC-BY

• Python in a Notebook License: CC-BY

CC-BY-NC Data Science Books

• Data Science with R License: CC-BY-NC

• Data Science with R: A Resource Compendium License: CC-BY-NC

• A Programmer's Guide to Data Mining License: CC-BY-NC

CC-BY-ND Data Science Books

• Data Science at the Command Line License: CC-BY-ND
• R for Data Science License: CC-BY-NC-ND
• Principles and Techniques of Data Science CC-BY-ND-NC
• Computational and Inferential Thinking The Foundations of Data Science License: CC-BY-NC-ND
• Julia for Data Science License CC-BY-NC-ND
• Principles and Techniques of Data Science License CC-BY-NC-ND
• Probability for Data Science CC-BY-NC-ND
• Data Course by University of Berkeley Data Berkeley License: CC-BY-NC-ND

Free Data Science Books

• Mathematics for Machine Learning with Tutorial
• Forecasting: Principles and Practice
• Speech and Language Processing
• An Introduction to Statistical Learning with Applications in R Python Version and this Python version and MOOC
• The Elements of Statistical Learning: Data Mining, Inference, and Prediction.
• Information Theory, Inference and Learning Algorithm with Octave companion
• Data Science Bookcamp
• Data Science from Scratch
• Python for Data Analysis Book GitHub
• Data Science Self Learn
• Data Science for Psychologists
• Introduction to Data Science
• Data Science in Julia for Hackers - data_science_in_julia_for_hackers

List of Data Science Books

• Learn Data Sci List of Free Data Science Book
• List Free Data Science Book
• List Data Science Book with Bookdown
• List Data Science Deep Learning Python