RESOURCES

DATA SCIENCE RESOURCES

1. Free books for data science
2. 18 must read books for Data Scientists
3. Top 10 jupyter notebook tutorials for ML and data science
4. Literature surveys, reviews and tutorials on ML
5. Research papers and books for ML
6. Kaggle kernels to study
7. Resources to learn Deep Learning
8. ML github colah
9. Most important Deep Learning research papers
10. Applied AI and ML
11. No-math tutorials on Data Science
12. What did I learn by implementing a classifier from scratch in python?
13. What did I learn from Deep Learning summer school?
14. A neural network in 11 lines of python
15. Mining twitter data with python
16. Visualize a neural network
17. A complete tutorial on tree based modeling from scratch
18. Complete guide to Parameter tuning in XG-boost
19. How much did it rain? Winner’s interview
20. What is time series forecasting?
21. Probability Cheat Sheet
22. Best blogs about data
23. Learn Data analysis with Python
24. Kaggle kernels in R for aspiring data scientist
25. * A full course in ML – pdf notes