Różne darmowe podręczniki

Różne znaleziska z Internetów:

1. Jake VanderPlas, Python Data Science Handbook

   

2. Wes McKinney, Python for Data Analysis

   

3. Jeroen JanssensData, Data Science at the Command Line

   

4. Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani An Introduction to Statistical Learning with application in R

   

5. Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani, Jonathan Taylor An Introduction to Statistical Learning with application in Python.

   

6. Aston Zhang i inni, Dive into Deep Learning

   

7. Abhishek Thakur Approaching (Almost) Any Machine Learning Problem

   

8. Claus O. Wilke Fundamentals of Data Visualization

   

9. Jack Dougherty, Ilya Ilyankou Hands-On Data Visualization

   

10. Jeroen Janssens Data Science at the Command Line

11. Stanley H. Chan Introduction to Probability for Data Science

    

12. Allen B. Downey Think Stats

    

13. Mehryar Mohri, Afshin Rostamizadeh, and Ameet Talwalkar Foundations of Machine Learning

    

14. Shai Shalev-Shwartz and Shai Ben-David Understanding Machine Learning: From Theory to Algorithms