Transactional Machine Learning with Data Streams and AutoML

Lingua: inglese

Editore: APress, US, 2021

1484270223 / 9781484270226

Da: Rarewaves.com USA, London, London, Regno UnitoRarewaves.com USA

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Venditore AbeBooks dal 11 giugno 2025

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Descrizione dell’articolo da parte del venditore

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 learning Measure 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 cloud Who This Book Is For Data scientists, machine learning engineers and architects,  and AI and machine learning business leaders.…

Codice articolo LU-9781484270226

Titolo
Transactional Machine Learning with Data Streams and AutoML
Autore
Sebastian Maurice
Editore
APress, US
Anno di pubblicazione
2021
Condizione
New
Rilegatura
Paperback
Lingua
inglese
ISBN 10
1484270223
ISBN 13
9781484270226

Rarewaves.com USA

London, London, Regno Unito

Venditore con 5 stelle

Venditore AbeBooks dal 11 giugno 2025

Tariffe di spedizione da Regno Unito a U.S.A.

ArticoloDa 15 a 20 giorni lavorativiDa 15 a 20 giorni lavorativi
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