Machine Learning / AI

What to take as a token: a single word, an application, or the entire check?

Tell me about Mask R-CNN. What head is added on top of Faster R-CNN?

What is discretization (binning) of continuous features and why is it used?

How to solve the problem of missing necessary information in data?

Design a UGC content moderation system (text + images).

Is it possible to use additional features to improve the model?

What is meta-learning for AutoML?

What metrics are used to evaluate anomaly detection under imbalance?

What tasks do GNNs solve in molecular design (AlphaFold relatives)?

Middle — Senior

ПлатформаОФДАльфа-Банк

Is it possible to add input list sorting checks to protect against incorrect data?

What is selective search and why was it needed in R-CNN?

Is it necessary to add the remaining elements from a longer list after merging?

What types of augmentations are specific to detection (mosaic, mixup)?

Middle — Senior

ПлатформаОФДGravityFieldРостелеком

What are node classification, edge classification, and graph classification?

How to merge two lists using a while loop with lists of different lengths?

Middle — Senior

ПлатформаОФДЯндекс

Which tasks do GANs still solve better than diffusion models (real-time, low-latency)?

What is LambdaMART?

What are the manufacturing features when forecasting on thousands of time series?

Middle — Senior

ПлатформаОФДНорникельСибур

How does a decision tree work?

In which tasks does CoT help, and in which does it break quality?

Middle — Senior

ПлатформаОФДЯндекс