Fakhraee, Sina

Azure Machine Learning Engineering: Deploy, fine-tune, and optimize ML models using Microsoft Azure

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ISBN 13:
9781803239309
author:
Fakhraee, Sina
format:
Paperback
publisher:
Packt Publishing
language:
English
Publication Year:
2023
Pages:
362
Dimensions:
23.5 x 19.1 x 1.9 centimetres (0
Genre:
Computers, Computer Science, Computers,
Condition:
New
Availability:
Item usually sent within 5 working days
£37.73

Description

Azure Machine Learning Engineering: Deploy, Fine-Tune, and Optimize ML Models Using Microsoft Azure Build and productionize end-to-end machine learning solutions using Azure Machine Learning. This practical guide helps data scientists and ML engineers overcome common challenges in deploying and running ML models. You'll learn how to train, deploy, and optimize ML models at scale using the Azure Machine Learning service. Discover how to automate complete machine learning solutions, monitor models, and develop solutions using an MLOps framework. Learn how to mitigate model bias, explain models to earn business trust, and score models in real time. By the end of this book, you'll be ready to build and deploy end-to-end ML solutions into a production system. With this book, you'll gain hands-on experience with the Azure Machine Learning service and be equipped to tackle real-world machine learning challenges.

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