Designing Machine Learning Systems : An Iterative Process for Production-Ready Applications by Chip Huyen (2022, Trade Paperback). ISBN: 9781098107963.
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.
Recent breakthroughs in AI have not only increased demand for AI products, they've also lowered the barriers to entry for those who want to build AI products. Everyone, including those with minimal or no prior AI experience, can now leverage AI models to build applications.
Designing Machine Learning Systems: An Iterative Process for Production-Ready Applications (Paperback or Softback). By Huyen, Chip. Your source for quality books at reduced prices. Condition Guide. Item Availability.
Recent breakthroughs in AI have not only increased demand for AI products, they've also lowered the barriers to entry for those who want to build AI products. Everyone, including those with minimal or no prior AI experience, can now leverage AI models to build applications.
Format: Paperback or Softback. Publication Date: 1/7/2025. Condition Guide. ISBN: 9781098166304. Your source for quality books at reduced prices. Item Availability.
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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What stands out about this textbook is the clear chapter objectives listed upfront.
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.
