Академия Яндекса: CatBoost for Apache Spark Architecture - видео HD

This is the second video about CatBoost on Apache Spark, discussing its architecture. The first part — Introducing CatBoost for Apache Spark: youtu.be/47-mAVms-b8

Join our online event on March 23, 10am PST (9pm GMT+3 for Moscow) that will include both video presentations (of about 25 minutes) followed by live discussion
Registration page: events.yandex.ru/events/cat-boost-for-spark/23-03-2021?from=YouTube

Timeline:
0:06 — Intro
1:07 — Generic machine learning workflow
1:46 — Recap: How Spark clusters are organized
3:12 — Training workflow
4:16 — Application workflow
5:20 — Quantization
6:25 — CTRs precalculation
7:28 — Training
9:03 — Conclusion

Slides from the presentation are available at
github.com/catboost/catboost/tree/master/slides/2021.03_CatBoost_for_Spark

CatBoost website: catboost.ai/
CatBoost documentation: catboost.ai/docs
CatBoost on GitHub: github.com/catboost
CatBoost for Apache Spark home: github.com/catboost/catboost/tree/master/catboost/spark/catboost4j-spark

Keep in touch by following us on twitter: twitter.com/CatBoostML
or chat on Telegram:
— t.me/catboost_en
— t.me/catboost_ru