Machine Learning / AI
What is monocular depth estimation and what models are there (MiDaS, Depth Anything)?
What happens if you remove a tree from a random forest?
What is reinforcement learning in recommender systems?
When is the median better than the mean?
What is the difference between PCIe and SXM forms of GPU?
What is RASA and its architecture?
What is the time complexity of adding and removing an element in a Python dictionary?
What is the essence of DSM architecture?
What are the features of geospatial projections (UTM, EPSG, WGS84)?
What is pre-LN vs post-LN warmup and convergence issues at the start of training?
What ranking metrics exist?
What is the difference between DELETE and TRUNCATE in SQL?
What is the difference between multithreading and multiprocessing in Python?
What prompt engineering techniques have you applied (few-shot, role, CoT, ReAct)?
What is the minimum and maximum number of rows you can get when performing a left join on two tables with 10 and 50 rows?
What are the first and second kind of errors?