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the thirteenth in the series of what is to date thirty-seven refworks for books providing a universal electronic core-set of references and information for those who investigate the cognitive and social science theories, methodologies, methods, and applications at the intersection of social and artificial intelligence and machine learning research communities.
every effort has been made to ensure that the copyright (as specified) and license information is the most accurate, up-to-date, and least offensive to the intellectual property rights of others and that the paper is not an infringement of patents or other intellectual property. nonetheless, software and publication of algorithms presented in the text is, as a general matter, a necessary source of protection against what is certain to be rapid advances in the field and although every effort has been made, the reader will appreciate that, throughout the text, much of the mathematical analysis and the associated algorithmics was performed to improve the presentation and explain the concepts so that a more general audience could comprehend the results.
the thirteenth in the series of what is to date thirty-seven refworks for books providing a universal electronic core-set of references and information for those who investigate the cognitive and social science theories, methods, and applications at the intersection of social and artificial intelligence and machine learning research communities.
the ninth in the series of what is to date thirty-seven refworks for books providing a universal electronic core-set of references and information for those who investigate the cognitive and social science theories, methods, and applications at the intersection of social and artificial intelligence and machine learning research communities.
knut soong has published the book ” icft 02: cloudcomputingformachinelearningandcognitiveapplications ” to submit this tutorial. note that the book was published under the isbn 978-1-59327-937-3. therefore the isbn in the table is not correct. the isbn is 978-1-59327-936-6. this is the correct isbn.
in this book, the author explains the basics of cloud computing and its application for the machine learning and cognitive applications. he also introduces the basics of cloudml programming. he shows you how to read data from an api and how to add a controller and frontend to the end user.
this book introduces the concept of cloud computing for machine learning and cognitive applications. it describes the technologies, environments, and tools that facilitate the implementation of machine learning and cognitive applications in the cloud. each chapter focuses on a different application domain: image classification, object recognition, semantic labeling, and speech processing. the book also provides an introduction to cloud computing (journeyed through the fog) and discusses relevant use cases, technology, and business models.
the book is organized as follows: chapter 1 describes cloud computing and its use for machine learning and cognitive applications. the use cases for cloud are surveyed. chapter 2 focuses on the use of cloud computing in image classification. chapter 3 presents the use of cloud in object recognition. chapter 4 describes the application of cloud computing for semantic labeling. chapter 5 describes the use of cloud computing for speech processing.