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Inhaltsangabe
Shows you how to plan for the various phases of an intelligent system from implementation to operation—what is required to succeed, and when it is time to progress
Teaches you how to craft experiences that collect the data needed to evaluate and grow intelligence
Describes how to design a system to take over model production from humans once the creation process has become reasonably routine
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Über die Autorin bzw. den Autor
Geoff Hulten is a Machine Learning Scientist and PhD in machine learning. He has managed applied machine learning teams for over a decade, building dozens of Internet-scale Intelligent Systems that have hundreds of millions of interactions with users every day. His research has appeared in top international conferences, received thousands of citations, and won a SIGKDD Test of Time award for influential contributions to the data mining research community that have stood the test of time.
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Produce a fully functioning Intelligent System that leverages machine learning and data from user interactions to improve over time and achieve success.
This book teaches you how to build an Intelligent System from end to end and leverage machine learning in practice. You will understand how to apply your existing skills in software engineering, data science, machine learning, management, and program management to produce working systems.
Building Intelligent Systems is based on more than a decade of experience building Internet-scale Intelligent Systems that have hundreds of millions of user interactions per day in some of the largest and most important software systems in the world.
What You’ll Learn:
- Understand the concept of an Intelligent System: What it is good for, when you need one, and how to set it up for success
- Design an intelligent user experience: Produce data to help make the Intelligent System better over time
- Implement an Intelligent System: Execute, manage, and measure Intelligent Systems in practice
- Create intelligence: Use different approaches, including machine learning
- Orchestrate an Intelligent System: Bring the parts together throughout its life cycle and achieve the impact you want
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Building Intelligent Systems: A Guide to Machine Learning Engineering
Internationale AusgabeAnbieter: Romtrade Corp., STERLING HEIGHTS, MI, USA
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Zustand: New. Brand New. Soft Cover International Edition. Different ISBN and Cover Image. Priced lower than the standard editions which is usually intended to make them more affordable for students abroad. The core content of the book is generally the same as the standard edition. The country selling restrictions may be printed on the book but is no problem for the self-use. This Item maybe shipped from US or any other country as we have multiple locations worldwide. Artikel-Nr. ABNR-206112
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Building Intelligent Systems: A Guide to Machine Learning Engineering
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paperback. Zustand: Very Good. Cover and edges may have some wear. Artikel-Nr. mon0003655414
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Building Intelligent Systems: A Guide to Machine Learning Engineering
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Building Intelligent Systems
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Taschenbuch. Zustand: Neu. Neuware -Produce a fully functioning Intelligent System that leverages machine learning and data from user interactions to improve over time and achieve success.APress in Springer Science + Business Media, Heidelberger Platz 3, 14197 Berlin 368 pp. Englisch. Artikel-Nr. 9781484234310
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Building Intelligent Systems: A Guide to Machine Learning in Practice
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Paperback. Zustand: Brand New. 339 pages. 10.00x7.00x1.00 inches. In Stock. Artikel-Nr. x-1484234316
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