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Book Overview & Buying
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Table Of Contents
Hands-On Artificial Intelligence for IoT - Second Edition
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This chapter provided a comprehensive exploration of how cloud computing empowers IoT, addressing both the challenges and solutions that arise in this dynamic field. It began by introducing the fundamental concepts of cloud computing and its critical role in overcoming key IoT challenges, such as data storage, processing power, and scalability.
We delved into the basics of cloud computing, explaining the different types of cloud services—IaaS, PaaS, and SaaS—and how each service model caters to various IoT needs. The discussion extended to cloud deployment models, including public, private, and hybrid clouds, highlighting their respective advantages and applications in IoT deployments.
The chapter outlined best practices for deploying IoT applications, providing practical guidance to optimize performance and security. We then shifted focus to the integration of AI services in cloud platforms, examining essential ML APIs and tools that enhance IoT functionalities...