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 - datascienceinjuliafor_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
