Designing Machine Learning Systems: An Iterative Process for Production-Ready Applications | NUML LIBRARY RAWALPINDI (National University of Modern Languages)

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Designing Machine Learning Systems: An Iterative Process for Production-Ready Applications

Chip Huyen - Personal Name;

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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.

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 you

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Series Title: -
Call Number: 6.31
Publisher: Islamabad : Al Hafiz Traders., 2022
Collation: 386
Language: English
ISBN/ISSN: 978-1098107963
Classification: 6.31
Content Type: -
Media Type: -
Carrier Type: -
Edition: 1st
Subject(s): Computer Science Data Science
1. Computer Science 2. Software Engineering 3. Dat
Data Science Information Technology
Specific Detail Info: -
Statement of Responsibility: Chip Huyen

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