Transactional Machine Learning with Data Streams and AutoML

Language: English

Published by Apress, Apress Mai 2021, 2021

1484270223 / 9781484270226

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This item is printed on demand - Print on Demand Titel. Neuware -Understand 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.Transactional Machine Learning with Data Streams and AutoML 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.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.By 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.What You Will LearnDiscover transactional machine learningMeasure the business value of TML Choose TML use casesDesign technical architecture of TML solutions with Apache KafkaWork with the technologies used to build TML solutionsBuild transactional machine learning solutions with hands-on code togetherwith Apache Kafka in the cloudWho This Book Is ForData scientists, machine learning engineers and architects, and AI and machine learning business leaders.Springer-Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 292 pp. Englisch.…

Seller Inventory # 9781484270226

Title
Transactional Machine Learning with Data Streams and AutoML
Author
Sebastian Maurice
Publisher
Apress, Apress Mai 2021
Publication year
2021
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
1484270223
ISBN 13
9781484270226
Item weight
554 grams
Dimensions
254x178x16 mm

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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