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## Материалы для подготовки
### Книги:
- Machine Learning Design Patterns / Valliappa Lakshmanan, Sara Robinson, Michael Munn [github](https://github.com/GoogleCloudPlatform/ml-design-patterns) [library](https://www.oreilly.com/library/view/machine-learning-design/9781098115777/) [youtube](https://youtu.be/udXjlvCFusc)
- [Deep Learning Design Patterns](https://www.manning.com/books/deep-learning-design-patterns) / Andrew Ferlitsch
### Github:
- [Deep Learning In Production](https://github.com/ahkarami/Deep-Learning-in-Production)
- [Production Level Deep Learning](https://github.com/alirezadir/Production-Level-Deep-Learning)
### Блоги:
- [Monitoring Machine Learning Models in Production](https://christophergs.com/machine%20learning/2020/03/14/how-to-monitor-machine-learning-models/)
### Доклады:
- [Как в YouDo машинное обучение катится в продакшен](https://www.youtube.com/watch?v=F-j0G0lrjFw&feature=youtu.be) / Адам Елдаров