1. The first round will be coding/SQL (basic to medium) and a basic machine learning round. You might be asked to code any ML algorithm from scratch (linear/logistic/KNN).
2. The second round will be an ML design round.
3. The third round will be a data science in-depth round, focusing on ML concepts in-depth and/or your project review on ML/DL.
4. The fourth round will be a system design round (not for L2/L3).
5. The fifth round will be a manager discussion round.

Note: After you clear your first round, the rest will happen without any elimination. The final decision will be the combined result of the second to fifth rounds.

1. Design ML from scratch (sometimes they ask)

2. How will you handle data (given the dataset)? (numpy/pandas focus)

3. Design an ML system for an anomaly detection model end-to-end using ML/DL methods