Are you only interested in RAG or in Data Science in general? Are you interested in anti-fraud direction?
Middle+
192
Machine Learning / AI
3611
0
How is a dictionary organized in Swift?
Middle
189
How to split documents into chunks? What size of chunks is usually chosen?
Middle — Senior
188
What is the time complexity of the solution in O notation?
Middle — Senior
187
What methods for combating overfitting exist and how do they work?
Middle
187
Do you know the key implementations of gradient boosting and their features?
Middle
186
How does AutoML for tabular data differ from CV/NLP?
Middle — Senior
185
What tools and libraries can be used when solving problems in Python?
Middle
185
How to organize anomaly detection based on model metrics?
Middle
185
Tell about the Adam optimizer: what does it consist of?
Middle+
185
How to simplify the solution to traverse the list fewer times?
Middle
184
What depth of trees is used in Random Forest and boosting?
Middle+
184
Tell us about Dropout: how does it work during training and what happens to it during inference?
Middle+
184
If we do not use an explicit formula, how do we solve the linear regression problem?
Middle+
183
What is the idea behind ensemble methods? What types of ensembles do you know?
Middle+
183
What is SwiGLU and in which models is this activation used?
Middle — Senior
183
How will ROC AUC change when duplicating positive and negative objects and why?
Middle
183
What is the difference between gradient boosting and random forest?
Middle — Senior
182
What are stacking and blending?
Middle+
182
How to form a metric that considers expected profit and the probability of sale by categories?
Middle
181