Transactional Machine Learning with Data Streams and AutoML
Sebastian Maurice
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Transactional Machine Learning with Data Streams and AutoML

Build Frictionless and Elastic Machine Learning Solutions with Apache Kafka in the Cloud Using Python

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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 ma...