Beginning MLOps with Mlflow: Deploy Models in AWS Sagemaker, Google Cloud, and Microsoft Azure

by Suman Kalyan Adari and Sridhar Alla

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Integrate MLOps principles into existing or future projects using MLFlow, operationalize your models, and deploy them in AWS SageMaker, Google Cloud, and Microsoft Azure. This book guides you through the process of data analysis, model construction, and training.
The authors begin by introducing you to basic data analysis on a credit card data set and teach you how to analyze the features and their relationships to the target variable. You...

Format:Paperback

Language:English

ISBN:1484265483

ISBN13:9781484265482

Release Date:December 2020

Publisher:Apress

Length:330 Pages

Weight:1.07 lbs.

Dimensions:0.7" x 6.1" x 9.2"

Related Subjects

Computers Computers & Technology Math Mathematics Science & Math

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Beginning MLOps with Mlflow: Deploy Models in AWS Sagemaker, Google Cloud, and Microsoft Azure

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