What metrics and methods are used to evaluate models and AB testing?
Middle
181
Machine Learning / AI
3611
0
What is the difference between token classification and sequence classification?
Junior — Middle
180
What is GraphSAGE and why is neighbor sampling needed?
Middle — Senior
180
What is collaborative filtering and what are the basic algorithms (user-based, item-based)?
Middle — Senior
178
What is a safety classifier at the end of a dialogue?
Middle — Senior
178
What hyperparameters of HNSW are important (M, efConstruction, efSearch)?
Middle — Senior
177
What is video object segmentation and mask tracking (XMem, SAM2)?
177
What are A100, H100, B200, and their key architectural differences?
176
What is ZeRO-Offload and when is it justified?
Senior
175
What is the difference between key padding mask and attention mask in PyTorch?
Middle — Senior
174
What are AutoGPT and BabyAGI? What are their fundamental limitations?
Middle — Senior
174
What is IVF index and why are centroids needed?
Middle — Senior
171
What are the features of model validation in medical imaging (FDA, regulation)?
Senior
169
What are jailbreak and indirect prompt injection?
Senior
168
What is adversarial training and its trade-offs?
Senior
168
Do you handle analytics independently?
Middle
167
What is a cosine schedule in diffusion?
Senior
165
What is GPT-4V and what are its real applications?
Senior
163
What types of augmentations are specific to detection (mosaic, mixup)?
Middle — Senior
159
How does a decision tree work?
Middle
158