Round 1: 30 mins of Database Discussion + 3/4SQL queries and optimizations 30 mins of Past ML projects Discussions + follow-up questions 20 mins of ML Algorithms discussions, variance bias trade offs, how particular hyperparameters affect a certain model. 25 mins of Data Science case study discussion. (Credit risk was asked) MLOps small discussion.