How does stochastic gradient descent differ from the classical one?
Middle+
166
Machine Learning / AI
3611
0
Why is it necessary to use the LEAD function to find future values by id in SQL?
Middle
166
On what basis should tables be joined in SQL?
Middle
164
How do you use search queries and user history to generate results in cold start?
Middle
164
Why does bagging work with trees, like in a random forest?
Middle
164
How to implement date sorting with millisecond precision in SQL?
Middle
164
How to use product categories to form relevant recommendations?
Middle
163
What error threshold should be used to stop training?
Middle — Senior
163
What is containerization and why is it needed?
Middle
163
How is resource allocation implemented in Docker?
Middle
162
Why is an analytical formula not used when solving a linear regression problem?
Middle
161
160
How to choose the threshold for auto-rejection and the threshold for manual moderation in the ad moderation task?
Middle
160
What are bias and variance, and what is reduced in a random forest?
Middle
160
How does Random Forest work?
Middle+
160
How do hash join and merge join work?
Middle
159
How do you split data for cross-validation?
Middle+
159
159
Tell us about Early Stopping: how does it work? Can it be applied in classical ML?
Middle+
158
How is the proximity between word embeddings measured?
Middle+
157