{"product_id":"9781484270226","title":"Transactional Machine Learning with Data Streams and AutoML: Build Frictionless and Elastic Machine Learning Solutions with Apache Kafka in the Cloud Using Python","description":"\u003ch1\u003eTransactional Machine Learning with Data Streams and AutoML: Build Frictionless and Elastic Machine Learning Solutions with Apache Kafka in the Cloud Using Python\u003c\/h1\u003e \u003ch2\u003eMaurice, Sebastian\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cp\u003eUnderstand how to apply auto machine learning to data streams and create transactional machine learning (TML) solutions that are frictionless (require minimal to no human intervention) and elastic (machine learning solutions that can scale up or down by controlling the number of data streams, algorithms, and users of the insights). This book will strengthen your knowledge of the inner workings of TML solutions using data streams with auto machine learning integrated with Apache Kafka. \u003c\/p\u003e\n\n\u003cp\u003e\u003ci\u003eTransactional Machine Learning with Data Streams and AutoML\u003c\/i\u003e introduces the industry challenges with applying machine learning to data streams. You will learn the framework that will help you in choosing business problems that are best suited for TML. You will also see how to measure the business value of TML solutions. You will then learn the technical components of TML solutions, including the reference and technical architecture of a TML solution. \u003c\/p\u003e\n\nThis book also presents a TML solution template that will make it easy for you to quickly start building your own TML solutions. Specifically, you are given access to a TML Python library and integration technologies for download. You will also learn how TML will evolve in the future, and the growing need by organizations for deeper insights from data streams.\u003cp\u003e\u003c\/p\u003e\n\n\u003cp\u003eBy the end of the book, you will have a solid understanding of TML. You will know how to build TML solutions with all the necessary details, and all the resources at your fingertips.    \u003c\/p\u003e\n\n\u003cp\u003e\u003cb\u003eWhat You Will Learn\u003c\/b\u003e\u003c\/p\u003e\n\n\u003cul\u003e  \u003cli\u003eDiscover      transactional machine learning\u003c\/li\u003e  Measure      the business value of TML  \u003cli\u003eChoose      TML use cases\u003c\/li\u003e  \u003cli\u003eDesign      technical architecture of TML solutions with Apache Kafka\u003c\/li\u003e  \u003cli\u003eWork      with the technologies used to build TML solutions\u003c\/li\u003e  \u003cli\u003eBuild      transactional machine learning solutions with hands-on code togetherwith Apache      Kafka in the cloud\u003c\/li\u003e\n\u003c\/ul\u003e \u003cp\u003e\u003cb\u003eWho This Book Is For \u003c\/b\u003e\u003c\/p\u003e\n\nData scientists, machine learning engineers and architects,  and AI and machine learning business leaders.\u003cbr\u003e\u003cbr\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Apress\u003c\/p\u003e \u003cp\u003ePublication Date: 2021-05-20\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9781484270226\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-1-4842-7023-3\u003c\/p\u003e \u003cp\u003eDimensions: 254cm x178cm\u003c\/p\u003e \u003cp\u003ePages: 276\u003c\/p\u003e ","brand":"Apress","offers":[{"title":"Default Title","offer_id":47716591173772,"sku":"9781484270226","price":62.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9781484270226.jpg?v=1776861674","url":"https:\/\/lateknightbooks.com\/products\/9781484270226","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}