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Create: 2025-05-20 Update: 2025-07-03 07:17:06

🤖 ML в продакшене — что происходит после деплоя

Запустить модель в прод — это только начало. Дальше начинается самое интересное:
— Поведение пользователей меняется
— Данные плывут
— Качество модели может незаметно упасть

Чтобы не проспать деградацию, нужна система:
🤖 Метрики
🤖 Мониторинг
🤖 Алерты
🤖 A/B-тесты
🤖 Готовность переобучить модель

В новой статье рассказываем, как организовать контроль качества ML-модели после релиза и не потерять бизнес-метрики в продакшене.

📎 Читайте подробнее: https://proglib.io/sh/fjpFLVWn8Z

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🤖 ML в продакшене — что происходит после деплоя

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