How do decision trees work?
Middle
178
Machine Learning / AI
3611
0
What is the difference between L1 and L2 regularization?
Middle — Senior
178
Can a string have a non-standard length?
Middle
178
How to achieve idempotency in a notification system?
Middle
178
What types of tree ensembles exist?
Middle — Senior
177
Bias-Variance tradeoff for the k-nearest neighbors (kNN) method at k=1 and with large k.
Middle
177
What are the main parts of an agent?
Middle
177
What ROC values are considered good, and which are considered bad?
Middle — Senior
177
How to track errors in the model?
Middle
176
What loss function is used in boosting for classification and regression?
Middle — Senior
176
What methods exist for interpreting the dependence of a feature on the target, including black-box models?
Middle — Senior
176
What does a mutable data type mean?
Middle
176
Tell about the model of real estate market value assessment: essence, data, application.
Middle
176
What ranking metrics have you used in your work?
Middle+
176
What does understanding context provide for transformers?
Middle
176
How to evaluate the quality of a model using ROC AUC and what do good and bad scores mean?
175
How does an agent differ from a simple LLM?
Middle
175
What is asynchronous in Python and how does it work?
Middle+
175
How to select a row with a specific index in a DataFrame?
Middle
175
Is the order of extracted chunks important, and are there metrics that take this into account?
Middle+
175