How do you compare the quality of different embedding models? What is MTEB?
301
Machine Learning / AI
3636
0
What is torch.compile and what are its limitations?
Senior
301
301
Gradient Descent, SGD, and Mini-Batch SGD: what are the differences, advantages, and disadvantages of each?
Junior — Middle
301
What data types are suitable as dictionary keys in Python and why?
Junior — Middle
301
Where did the area of responsibility end, and was there experience in writing production code?
Middle
301
How does boosting work and how is a boosting model built?
Middle
301
What is bagging and why does it reduce the variance of a model?
Junior — Middle
300
Why was CatBoost used?
Middle
300
What is doubly robust estimation?.
299
How are random forest and gradient boosting similar and different? How are trees built in each?
Middle
299
What normalization methods for data distribution exist?
Middle — Senior
297
What methods can be used to improve a model?
Middle — Senior
297
What is the difference between QAT and PTQ?
Senior
297
296
What is p-tuning?
Middle+
295
What binary classification metrics do you know? The pros and cons of each.
Junior — Middle
295
What tools do you use for drawing diagrams?
Middle
295
What hypotheses exist in hypothesis testing?
Middle — Senior
295
What is a DAG in Airflow?
Middle
294