Designing Machine Learning Systems: An Iterative Process for Production-Ready Applications. Machine learning systems are both complex and unique. Complex because they consist of many different components and involve many different stakeholders.
This textbook covers a lot of ground without feeling overwhelming.
Author Chip Huyen, co-founder of Claypot AI, considers each design decision--such as how to process and create training data, which features to use, how often to retrain models, and what to monitor--in the context of how it can help your system as a whole achieve its objectives.
Designing Machine Learning Systems : An Iterative Process for Production-Ready Applications by Chip Huyen (2022, Trade Paperback)
Author Chip Huyen, co-founder of Claypot AI, considers each design decision--such as how to process and create training data, which features to use, how often to retrain models, and what to monitor--in the context of how it can help your system as a whole achieve its objectives.
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Designing Machine Learning Systems
Author: Chip Huyen. Title: Designing Machine Learning Systems. 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.
Title : Designing Machine Learning Systems: An Iterative Process for Production-Ready Applications. Authors : Huyen, Chip. Binding : paperback. Product Category : Books. Condition : Very Good. About HPB-Diamond.
