Cloud computing for machine learning and cognitive applications / Kai Hwang.
By: Hwang, Kai | [author.].Material type: BookPublisher: London : The MIT Press, 2017Description: 601 pages ; 24 cm.ISBN: 9780262036412 .Subject(s): Cloud computing | Machine learning | Data mining | Big dataDDC classification: 004.678
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CUTN Central Library
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|004.678 GUP Cloud Computing - Based projects using distributed architecture||004.678 GUP Cloud Computing - Based projects using distributed architecture||004.678 HWA Distributed and cloud computing :||004.678 HWA Cloud computing for machine learning and cognitive applications /||004.678 JAM Cloud computing :||004.678 KAL Guide to cloud computing for business and technology managers :||004.678 KAV Architecting the cloud :|
Part 1. Cloud, Big Data, and Cognitive Computing Part 2. Cloud Architecture and Service Platform Design Part 3. Principles of Machine Learning and Artificial Intelligence Machine Part 4. Cloud Programming and Performance Boosters
This textbook is designed to train college students to master modern cloud computing systems in operating principles, architecture design, machine learning algorithms, programming models and software tools for big data mining, analytics, and cognitive applications. The book will be suitable for use in one-semester computer science or electrical engineering courses on cloud computing, machine learning, cloud programming, cognitive computing, or big data science. The book will also be very useful as a reference for professionals who want to work in cloud computing and data science.
Includes bibliographical references and index.