How machine learning in YouDo rolls in production. Lecture in Yandex
In large services, solving a problem using machine learning means performing only part of the work. Embedding ML-models is not so easy, and building around them CI /CD-processes is even more difficult. At the Yandex conference “Data & Science: An Application Program” YouDo, head of data science at YouDo, told about how to manage the life cycle of models, set up additional training and retraining processes, develop scalable microservices, and much more.
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