The iterative framework in this book uses actual case studies backed by ample references. Join Facebook to connect with Huyn Chip and others you may know.
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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.Īuthor 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. Unique because they're data dependent, with data varying wildly from one use case to the next. Cng ch là mt website cho nhng ngi hay c thôi, nhng mình cng hc c kha khá t ch. Evaluation Metrics for Language Modeling 18.Oct.2019. Mình ln u follow ch Huyn Chip là trên Goodreads. Complex because they consist of many different components and involve many different stakeholders. Chip Huyen builds tools to help people productize machine learning. I also teach CS 329S: Machine Learning Systems Design at Stanford. I’m a co-founder of a streaming-first platform for real-time machine learning. Machine learning systems are both complex and unique. I’m Chip Huyen, a writer and computer scientist. Tuy nhin, mt iu khin d lun thc mc v gy tranh ci l c i qua 25 quc gia nhng chi ph ch c 700, bn cnh, Huyn Chip cn xin c visa mt cch qu d dng m khng cn chng minh ti chnh. If you are having trouble finding the link to add a new thread, try this. Please avoid all-caps, especially in thread topics, as it is considered SHOUTING. Tc gi ca 'Xch ba l ln v i', 'Gic m M - ng n Stanford', 'Tui. They are able to edit and improve the Goodreads catalog, and have made it one of the better catalogs online.Īctivities include combining editions, fixing book and author typos, adding book covers and discussing policies. Goodreads Librarians are volunteers who have applied for and received librarian status on Goodreads.
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