Note: FAANG is now MAMAA = Meta, Amazon, Microsoft, Alphabet, Apple. [Check wikipedia]
- How to Get a Job at Google - Amazon - Facebook - or Microsoft in 2019, University of Southern California
- Chip Huyen on Machine Learning Interviews (Full Stack Deep Learning - November 2019)
- Playlist: Mock Interviews - Data Science Jay
- Chip Huyen - Introduction to Machine Learning Interviews
- Machine Learning Glossary
- Cheatsheet - CS 229 - Machine Learning
- Data Science Cheatsheet 2.0
- Cheatsheet for Machine Learning and Data Science
- Explore InterviewCake webpages
- Scan Tech Interview Handbook
- CS229: Machine Learning - Stanford University
- CS230 Deep Learning - Stanford University
- CS231n: Deep Learning for Computer Vision - Stanford University
- CS 329S: Machine Learning Systems Design - Stanford University
- Grokking the System Design Interview - Educative
- Grokking the Machine Learning Interview - Educative
- Ace the Python Coding Interview - Educative
- MLExpert - AlgoExpert
- AlgoExpert - AlgoExpert
- SystemsExpert - AlgoExpert
- Introduction to Algorithms, fourth edition [goodreads]
- Cracking the Coding Interview, 6th Edition [goodreads]
- System Design Interview – An insider's guide Vol I [goodreads]
- System Design Interview – An insider's guide Vol II [goodreads]
- Designing Data-Intensive Applications: The Big Ideas Behind Reliable, Scalable, and Maintainable Systems [goodreads]
- Designing Machine Learning Systems: An Iterative Process for Production-Ready Applications [goodreads]
- Ace the Data Science Interview [goodreads]