What is stratified sampling in experiments?
Middle — Senior
295
Machine Learning / AI
3611
0
What is knowledge distillation for edge?
Senior
271
What is a DAG in Airflow?
Middle
258
245
What are indexes in databases and why are they needed?
Middle
231
Why is a B-tree index most commonly used and what is its algorithmic complexity?
Middle
230
What is Bayesian Optimization and acquisition functions (EI, UCB, PI)?
Senior
226
What is layout analysis in documents?
Middle — Senior
223
222
What problems arise when training logistic regression if the number of features exceeds the number of observations?
Middle
221
What is model quantization?
Middle
217
How many rows will CROSS JOIN return for tables with 100 and 10 records?
Middle
213
211
What neural network libraries have you used?
Middle
210
210
What is the difference between DWH and Data Lake?
Middle
209
What are the disadvantages of columnar databases?
Middle
208
What is self-supervised pretraining for GNN?
Middle — Senior
208
What solutions would you suggest when system load increases?
Middle
206
Why and when to use graphics cards?
Middle
205