What is linear regression?
278
Machine Learning / AI
3636
0
Will studying in a full-time master's program interfere?
Middle
277
In what format do you cooperate with [company] and [company]?
Senior
277
Are there any organizational or technical questions?
Middle
277
What is the difference between L1 and L2 regularization in linear models?
Middle
277
What checks should be made when choosing a learning rate for SFT LLM?
Middle — Senior
276
What is normalization and denormalization of databases?
Middle
276
What are the features of segmentation training on high-resolution images?
Middle — Senior
276
What are CUDA Graphs and where do they help?
Senior
276
What is a VAE-encoder in Stable Diffusion and what is it used for?
Senior
276
What is KG completion?
Senior
275
What practices are used when synchronizing training-serving features?
Middle — Senior
275
What is a relevant recommendation?
Middle — Senior
275
What parameters in a random forest can be changed and how do the depth and number of trees affect it?
Middle — Senior
275
What are the features of Parquet schemas and why is it efficient for ML?
Middle — Senior
275
Why must the eigenvalues be non-zero for the inverse matrix to exist?
Middle+
274
How did you choose the threshold of 0.6?
Middle
274
What use cases do audio models have in production (assistant, content moderation)?
Senior
274
How do you measure bias and variance of a model?
Middle
274
How to assemble train/val/test split and benchmark? How to properly split the data?
Senior
274