Machine Learning / AI

Как реализовать voice-agent с low-latency (streaming STT + LLM + TTS)?

What is a click model (cascade, DBN, UBM)?

Senior

Positive Technologies

For what reason did you leave PIK?

There's still a bit of time — shall we try to optimally rewrite the ROC-AUC solution (using sorting and ranks in O(n log n))?

Senior

ivi

What is a fold operation? What are its properties? How can it be represented as matrix multiplication (im2col)?

How to fine-tune BERT for a classification task? What to take from the output?

What are the approaches to testing ML models in CI?

How do Squeeze-and-Excitation blocks work?

Junior — Senior

GenStackАТОМВТБ

Is it possible to apply the Central Limit Theorem to a population with a non-normal distribution?

Middle

Домклик

Why did you decide to enter the job market and look for a new job?

What is important when choosing a new workplace? Salary expectations?

Senior

Контур

What is the difference between U-Net and FPN approaches in segmentation?

What is target encoding and what are its problems (overfitting, leakage)?

Middle — Senior

RubblesSelectel

What is secure aggregation?

What are GIoU, DIoU, CIoU loss?

What is your current status as a candidate? Are you working or have you resigned?

Middle

2gis

How many factors should be fed into CatBoost?

Middle

Газпромбанк

Why were these particular features selected?

What is image captioning and what metrics evaluate it (CIDEr)?

Senior

Тензор

What are the causes of overfitting?