1. Think Stats – Exploratory Data Analysis in Python
2. 50 years of Data Science
3. How to Use t-SNE Effectively
4. A Few Useful Things to Know about Machine Learning
5. Rules of Machine Learning: Best Practices for ML Engineering
6. Ten Simple Rules for Better Figures