dmls-book
Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)
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Designing Machine Learning Systems (Chip Huyen 2022) Machine learning systems are both complex and unique. Complex because they consist of many different components and involve many different stakeholders. Unique because they're data dependent, with data varying wildly from one use case to the next. In this book, you'll learn a holistic approach to designing ML systems that are reliable, scalable, maintainable, and adaptive to changing environments and business requirements. The book has been translated into 10+ languages including: Japanese, Korean, Vietnamese, traditional Chinese, simplified Chinese - mainland China, simplified Chinese - Taiwan, Portuguese, Spanish, Russian,…
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