~/talk

How to Effectively Rank All of Runet's Products

TalkinRussianat HighLoad++ 2023 · 2023-11-27..11-28· [machine-learning, data-visualization]
links:none on file
slides:none on file

Describes Yandex's product search runtime and machine-learning components for ranking the entire Russian e‑commerce catalog. Covers the system and algorithms used in production search ranking—how the service scores and orders product listings using ML models and runtime infrastructure.

AI-written summary · about

  1. 0:00Introduction
  2. 6:30How search works
  3. 13:53Candidate generation and ranking
  4. 21:19Regionality and product models
  5. 27:55Metrics and offline evaluation
  6. 35:08Q&A
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