1st round phone interview and conducted by a hiring manager. He asked a few questions about your projects, how to evaluate your results and then a few questions about decision tree and evaluation metrics.
I applied through an employee referral. The process took 4 weeks. I interviewed at Walmart
Interview
1st round: technical interview, other than below questions, there are also Coding+SQL questions
2nd round: behavioral questions: describe some of your projects, etc.
Not sure whether there will be a 3rd round or not
Interview questions [1]
Question 1
Describe what is DBSCAN algorithm?
what is ROC curve? what is confusion matrix? Bagging and Boosting?
One-hour interview, first part is mainly related to math background in ML, like l2 norm closed form solution, derive loss function in MLP.. Second part is coding challenge over the coderpad, count the number of sub-islands in a graph, number of islands likewise.