Machine Learning / AI

What is data lineage and what tools (OpenLineage) are used for it?

What is a Kalman filter and where is it applied?

What is SRM (Sample Ratio Mismatch)?

What tasks does unsupervised vs semi-supervised anomaly detection solve?

How does Fast R-CNN differ from R-CNN?

How many people worked on scoring?

What is early stopping in HPO (ASHA, Hyperband)?

Middle — Senior

нетологияЯндекс

What offline recommendation evaluation metrics are there (Recall@K, MAP, NDCG, MRR)?

What are mixup and cutmix? How do they affect regularization?

Junior — Senior

AstonДатаКорпнетология

What is T5 and the unified text-to-text format?

Middle — Senior

X5 techМТС AIнетология

What are the limitations of AutoML on large data?

Middle — Senior

AvitoWildberriesнетология

How to handle null values in SQL and avoid errors when counting unique values?

What are black-box and white-box attacks?

Senior

нетологияПИК

How to group data in SQL to avoid losing unique values and prevent duplication?