Download e-book for kindle: Cloud Computing for Machine Learning and Cognitive by Kai Hwang

By Kai Hwang

ISBN-10: 026203641X

ISBN-13: 9780262036412

This is the 1st textbook to educate scholars tips to construct information analytic strategies on huge facts units (specifically in net of items functions) utilizing cloud-based applied sciences for facts garage, transmission and mashup, and AI concepts to research this information. This textbook is designed to coach students to grasp smooth cloud computing platforms in working ideas, structure layout, computer studying algorithms, programming versions and software program instruments for large information mining, analytics, and cognitive functions. The e-book could be appropriate to be used in one-semester desktop technological know-how or electric engineering classes on cloud computing, computer studying, cloud programming, cognitive computing, or colossal info technology. The e-book can be very necessary as a reference for execs who are looking to paintings in cloud computing and information science.Cloud and Cognitive Computing begins with introductory chapters on basics of cloud computing, facts technology, and adaptive computing that lay the root for the remainder of the ebook. next chapters disguise themes together with cloud structure, mashup companies, digital machines, Docker boxes, cellular clouds, IoT and AI, inter-cloud mashups, and cloud functionality and benchmarks, with a spotlight on Google's mind undertaking, DeepMind, and X-Lab courses, IBKai HwangM SyNapse, Bluemix courses, cognitive projects, and neurocomputers. The ebook then covers laptop studying algorithms and cloud programming software program instruments and alertness improvement, utilizing the instruments in computer studying, social media, deep studying, and cognitive purposes. All cloud structures are illustrated with monstrous information and cognitive program examples.

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Read or Download Cloud Computing for Machine Learning and Cognitive Applications: A Machine Learning Approach (MIT Press) PDF

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