What are the features of active learning in computer vision?
Middle — Senior
177
Machine Learning / AI
3611
0
What are the features of online recommendation evaluation (CTR, conversion)?
Middle — Senior
176
How can a customer understand that a feature is insignificant without using feature importance in a black box model?
Middle
176
What is neighborhood aggregation and what functions are used (mean, sum, max, LSTM)?
Middle — Senior
175
How does dropout help prevent overfitting in neural networks?
Middle
174
Which is faster, searching in a dictionary or in a list, and why?
Middle
173
What regularization methods exist for nonlinear models?
Middle — Senior
173
Can it be guaranteed that linear regression predicts values within a given range for any input data?
Middle
169
What regularization methods are applicable to neural networks?
Middle
168
What is diversity and MMR (Maximal Marginal Relevance)?
Middle — Senior
167
What are the production issues of OCR (low resolution, skew, shadows)?
Middle — Senior
167
What is the difference between linear regression and other methods when working with categorical features?
Middle
167
What is query log mining and what signals does it extract?
164
What is the asymptotic complexity O and Omega?
Middle — Senior
164
What is A/B testing for ML models and what business metrics are important?
Middle — Senior
162
What are Tensor Cores and what operations do they accelerate?
Senior
158
Is it necessary to scale features for linear regression and other models?
Middle
156
How do ELMo embeddings differ from BERT?
Middle — Senior
151
What is SentencePiece and why is it needed for languages without explicit delimiters?
Junior — Middle
150
What is the difference between prompting instructive models and basic LM?
Middle
148