1. What is overfitting? 2. What is L1 and L2 norm? 3. Describe difference between CNN and DNN (Fully connected network) 4. Describe the difference between Gradient boosting and random forest. 5. What is a random forest? 6. Describe the difference between Gradient boosting and XGBoost.
How does a decision tree work? Describe in detail.
How does AmEx make money? What are AmEx's expenses?
Situations in which I managed difficult employees with hi potential (with positive and negative outcomes)
What is the biomedical research question that keeps you up at night? How would you go about solving it?
Describe my current experience, management style, salary expectation
Q: Design the marketplace from the engineering standpoint and some questions about each component.
1. How many DS projects worked till date. 2. What is confusion matrix. 3. What is correlation. 4. Have you worked in marketing/sales?
Case Study, greatest accomplishment, pick a failure
Basic leadership skills, some easy SQL and Python
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