{"product_id":"the-artificial-intelligence-infrastructure-workshop-build-your-own-highly-scalable-and-robust-data-storage-systems-that-can-support-a-variety-of-cutt-paperback","title":"The Artificial Intelligence Infrastructure Workshop: Build your own highly scalable and robust data storage systems that can support a variety of cutt - Paperback","description":"\u003cdiv\u003e\u003cp style=\"text-align: right;\"\u003e\u003ca href=\"https:\/\/reportcopyrightinfringement.com\/\" target=\"_blank\" rel=\"nofollow\"\u003e\u003cb\u003eReport copyright infringement\u003c\/b\u003e\u003c\/a\u003e\u003c\/p\u003e\u003c\/div\u003e\u003cp\u003eby \u003cb\u003eChinmay Arankalle\u003c\/b\u003e (Author), \u003cb\u003eGareth Dwyer\u003c\/b\u003e (Author), \u003cb\u003eBas Geerdink\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eExplore how a data storage system works - from data ingestion to representation\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eKey Features\u003c\/strong\u003e\u003c\/p\u003e \u003cul\u003e \u003cli\u003eUnderstand how artificial intelligence, machine learning, and deep learning are different from one another\u003c\/li\u003e \u003cli\u003eDiscover the data storage requirements of different AI apps using case studies\u003c\/li\u003e \u003cli\u003eExplore popular data solutions such as Hadoop Distributed File System (HDFS) and Amazon Simple Storage Service (S3)\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003e\u003cstrong\u003eBook Description\u003c\/strong\u003e\u003c\/p\u003e \u003cp\u003eSocial networking sites see an average of 350 million uploads daily - a quantity impossible for humans to scan and analyze. Only AI can do this job at the required speed, and to leverage an AI application at its full potential, you need an efficient and scalable data storage pipeline. The Artificial Intelligence Infrastructure Workshop will teach you how to build and manage one.\u003c\/p\u003e \u003cp\u003eThe Artificial Intelligence Infrastructure Workshop begins taking you through some real-world applications of AI. You'll explore the layers of a data lake and get to grips with security, scalability, and maintainability. With the help of hands-on exercises, you'll learn how to define the requirements for AI applications in your organization. This AI book will show you how to select a database for your system and run common queries on databases such as MySQL, MongoDB, and Cassandra. You'll also design your own AI trading system to get a feel of the pipeline-based architecture. As you learn to implement a deep Q-learning algorithm to play the CartPole game, you'll gain hands-on experience with PyTorch. Finally, you'll explore ways to run machine learning models in production as part of an AI application.\u003c\/p\u003e \u003cp\u003eBy the end of the book, you'll have learned how to build and deploy your own AI software at scale, using various tools, API frameworks, and serialization methods.\u003c\/p\u003e \u003cp\u003e\u003cstrong\u003eWhat you will learn\u003c\/strong\u003e\u003c\/p\u003e \u003cul\u003e \u003cli\u003eGet to grips with the fundamentals of artificial intelligence\u003c\/li\u003e \u003cli\u003eUnderstand the importance of data storage and architecture in AI applications\u003c\/li\u003e \u003cli\u003eBuild data storage and workflow management systems with open source tools\u003c\/li\u003e \u003cli\u003eContainerize your AI applications with tools such as Docker\u003c\/li\u003e \u003cli\u003eDiscover commonly used data storage solutions and best practices for AI on Amazon Web Services (AWS)\u003c\/li\u003e \u003cli\u003eUse the AWS CLI and AWS SDK to perform common data tasks\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003e\u003cstrong\u003eWho this book is for\u003c\/strong\u003e\u003c\/p\u003e \u003cp\u003eIf you are looking to develop the data storage skills needed for machine learning and AI and want to learn AI best practices in data engineering, this workshop is for you. Experienced programmers can use this book to advance their career in AI. Familiarity with programming, along with knowledge of exploratory data analysis and reading and writing files using Python will help you to understand the key concepts covered.\u003c\/p\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 732\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 1.46 x 9.25 x 7.5 IN\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e August 13, 2020\u003c\/div\u003e\n            ","brand":"Books by splitShops","offers":[{"title":"Default Title","offer_id":43156029374527,"sku":"9781800209848","price":84.65,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0105\/8226\/1823\/files\/7nY3PdGA0U9781800209848.webp?v=1776968600","url":"https:\/\/dhlswag.com\/products\/the-artificial-intelligence-infrastructure-workshop-build-your-own-highly-scalable-and-robust-data-storage-systems-that-can-support-a-variety-of-cutt-paperback","provider":"BBB","version":"1.0","type":"link"}