Interview Prep
THE DS Interview
This site operates as a game to get you prepared for your data science interview.
General Interview Questions
These links offer a variety of general Data Science Interview Questions
Artificial Intelligence: https://www.edureka.co/blog/interview-questions/artificial-intelligence-interview-questions/
100 Commonly asked Data Science Questions: https://www.datasciencecentral.com/profiles/blogs/100-commonly-asked-data-science-interview-questions
A variety of links to Interview Materials: https://www.linkedin.com/feed/update/urn:li:activity:6533236339704455168/
Machine Learning Interview Questions: http://machinelearningspecialist.com/category/machine-learning-interview-questions/
Cheat Sheet
10 page Cheat sheet compiled by Maverick Lin that includes basic concepts in probability, statistical learning, machine learning, deep learning, big data frameworks and SQL.
https://www.datasciencecentral.com/profiles/blogs/new-data-science-cheat-sheet
A/B Testing
A guide to A/B Testing can be found here:
Natural Language Processing
This link provides multiple interview prep resources on Natural Language Processing: