Tell us about a machine translation task. What is sequence-to-sequence?
Junior — Middle
190
Machine Learning / AI
3611
0
How does MobileNet v2 differ from v1 (inverted residuals)?
Junior — Senior
188
What methods for combating overfitting exist and how do they work?
187
What is a skip connection and why is it needed (ResNet)?
Junior — Senior
187
What is the survivability function S(t)?
187
What methods are used for anomaly detection in images (PaDiM, PatchCore)?
Middle — Senior
186
What are A100, H100, B200, and their key architectural differences?
186
What is Triton (OpenAI) and where is it more convenient than CUDA C++?
186
What are IPO, KTO, ORPO as alternatives to DPO?
Middle — Senior
180
What is TGI (text-generation-inference) and its features?
180
What is gradient boosting?
Middle — Senior
179
What is stochastic depth and why is it used in EfficientNet?
Junior — Senior
176
What is neural-symbolic retrieval?
176
What are the features of online recommendation evaluation (CTR, conversion)?
Middle — Senior
176
What is HELM and what tasks does it cover?
174
What is fairness in ML and what definitions exist (demographic parity, equalized odds)?
169
List the metrics of binary classification model quality and their differences?
Middle — Senior
169
How does sparse MoE differ from dense MoE?
Middle — Senior
168
How to process data streams to calculate the median with limited memory?
Middle — Senior
159
What are Gaussian Processes and what kernel functions are used?
156