This is the compilation of cheat sheets and study materials for Data Science. The materials are trigged more towards folks who are looking for interview preparation and review materials. Not too overwhelming, but not too less either. I would also like to thank all the people who put forward their time and effort to make these materials a reality.
Machine Learning (Stanford CS229)
100 Page Machine Learning Book (Andriy Burkov) - Buy ML Book
Machine Learning Equations Manual
Deep Learning Notes (from Andrew NG's Coursera class)
Deep Learning Cheat Sheet (Stanford CS230)
- Grokking the system design - URL Shortener, Instagram, Load Balancing & Cache in free preview mode.
- Interview Bit - System Design - Cache, Sharding, Highly Available, Highly Consistent, URL Shortener, Search, Messenger, Twitter.