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Designing Machine Learning Systems

By Chip Huyen

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Added 6 months ago

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Description

An Iterative Process for Production-Ready Applications. 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.