Phone round 1: https://leetcode.com/problems/game-of-life/
Phone round 2:
ML basics: L1/L2 norm, Logistic regression, PCA/SVD, Confusion matrix, Gradient descent, Dropout etc.
Onsite round 1: https://leetcode.com/problems/decode-ways/
Onsite round 2: Design a recommendation system for Etsy
Onsite round 3:
Design a ML system that maximizes click bait. The more a user clicks on ads, more revenue Etsy generates
Onsite round 4:
High level discussion about proir work and projects with the manager.
Onsite round 5:
Talk about my Ph.D.