Round 1 - Coding round along with stats( medium level leetcode + basic stats testing your understanding at grassroots level) Round 2 - Coding round (intermediate python) Round 3 - Predictive Modelling related questions based on projects mentioned in the resume Round 4 - Scenario based predictive modelling questions based on projects mentioned in the resume

Technical rounds - 2 1st round: Questions on fundamental concepts of Machine Learning What are the assumptions of linear regression? What is bias and variance? What is Accuracy, Precision, Recall, Sensitivity, Specificity? Python coding Sorting a list Traversing an array Counting the number of duplicates in a list and storing them in a dictionary SQL questions Questions involving Window functions Questions based on projects worked mentioned in the resume. Technical round 2 Detailed discussion on any one of the projects mentioned. Python coding Mean imputation Data manipulation using pandas