Machine Learning / AI

What is NPU/DSP and which frameworks use them?

Senior

GravityFieldБилайнАТОМ

What is BigBird and what types of attention does it combine?

Middle — Senior

HeadHunterGravityField

How to organize pipelines and deploy models into production?

Do you have a team of analysts?

What is seasonal-hybrid ESD?

Is feature normalization necessary for BERT models and decision trees?

Is it possible to consider previous interactions with the client in uplift models' metrics?

What are person-specific metrics (CrowdHuman)?

Middle — Senior

GravityFieldОстровокГазпромбанк

How is the cold start problem addressed in recommendation systems?

Why is feature normalization necessary?

Can an autoencoder be used for anomaly detection in class-imbalanced datasets?