DATA SCIENCE RESOURCES

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