{"product_id":"transactional-machine-learning-with-data-streams-and-automl-build-frictionless-and-elastic-machine-learning-solutions-with-apache-kafka-in-the-cloud-paperback","title":"Transactional Machine Learning with Data Streams and Automl: Build Frictionless and Elastic Machine Learning Solutions with Apache Kafka in the Cloud - 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\u003eSebastian Maurice\u003c\/b\u003e (Author)\u003c\/p\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 \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 This 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 \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 \u003cp\u003e\u003cb\u003eWhat You Will Learn\u003c\/b\u003e\u003c\/p\u003e \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 together with 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 Data scientists, machine learning engineers and architects, and AI and machine learning business leaders. \u003cp\u003e\u003c\/p\u003e\u003ch3\u003eBack Jacket\u003c\/h3\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\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\u003cp\u003eThis 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.\u003c\/p\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. \u003cp\u003e\u003c\/p\u003e\u003cp\u003eYou will: \u003cb\u003e\u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eDiscover transactional machine learning\u003c\/li\u003e\n\u003cli\u003eMeasure the business value of TML\u003c\/li\u003e\n\u003cli\u003eChoose TML use cases\u003c\/li\u003e\n\u003cli\u003eDesign technical architecture of TML solutions with Apache Kafka\u003c\/li\u003e\n\u003cli\u003eWork with the technologies used to build TML solutions\u003c\/li\u003e\n\u003cli\u003eBuild transactional machine learning solutions with hands-on code together with Apache Kafka in the cloud\u003c\/li\u003e\n\u003c\/ul\u003e\u003ch3\u003eAuthor Biography\u003c\/h3\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eSebastian Maurice is founder and CTO of OTICS Advanced Analytics Inc. and has over 25 years of experience in AI and machine learning. Previously, Sebastian served as Associate Director within Gartner Consulting focusing on artificial intelligence and machine learning. He was instrumental in developing and growing Gartner's AI consulting business. He has led global teams to solve critical business problems with machine learning in oil and gas, retail, utilities, manufacturing, finance, and insurance. Dr. Maurice also brings deep experience in oil and gas (upstream) and was one of the first in Canada to apply machine learning to oil production optimization, which resulted in a Canadian patent: #2864265. \u003c\/p\u003e \u003cp\u003eSebastian is also a published author with seven publications in international peer-reviewed journals and books. One of his publications (International Journal of Engineering Education, 2004) was cited as landmark work in the area of online testing technology. He also developed the world's first Apache Kafka connector for transactional machine learning: MAADS-VIPER.\u003c\/p\u003e Dr. Maurice received his PhD in electrical and computer engineering from the University of Calgary, and has a master's in electrical engineering, and a master's in agricultural economics, with bachelors in pure mathematics and bachelors (hon) in economics. \u003cp\u003e\u003c\/p\u003e \u003cp\u003eDr. Maurice also teaches a course on data science at the University of Toronto and actively helps to develop AI course content at the University of Toronto. He is also active in the AI community and an avid blogger and speaker. He also sits on the AI advisory board at McMaster University.\u003c\/p\u003e \u003cp\u003e\u003c\/p\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 276\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.62 x 10 x 7 IN\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eIllustrated:\u003c\/strong\u003e Yes\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e May 20, 2021\u003c\/div\u003e\n            ","brand":"BooksCloud","offers":[{"title":"Default Title","offer_id":52493669204275,"sku":"9781484270226","price":82.58,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0300\/5595\/6612\/files\/RUJKRjM3UytNUDRCRFpxTjdzK09jUT09.webp?v=1759960699","url":"https:\/\/www.vysn.com\/products\/transactional-machine-learning-with-data-streams-and-automl-build-frictionless-and-elastic-machine-learning-solutions-with-apache-kafka-in-the-cloud-paperback","provider":"VYSN","version":"1.0","type":"link"}