Singh, Himanshu
Practical Machine Learning with AWS: Process, Build, Deploy, and Productionize Your Models Using AWS
- ISBN 13:
- 9781484262214
- author:
- Singh, Himanshu
- format:
- Paperback
- publisher:
- Apress
- language:
- English
- Publication Year:
- 2020
- Pages:
- 241
- Dimensions:
- 25.4 x 17.8 x 1.4 centimetres (0
- Genre:
- Computers, Server & Database, General Database,
- Condition:
- New
- Availability:
- Item usually sent within 20 working days
Description
Build and deploy machine learning models using AWS. This comprehensive guide covers the entire machine learning pipeline, from data processing to deployment, and explains how to automate the process using AWS services such as SageMaker, Comprehend, Forecast, and Textract. You'll learn about cloud concepts and security topics, including compliance and monitoring, as well as how to execute live projects from pre-processing to deployment on AWS. By the end of this book, you'll be familiar with machine learning services offered by AWS and understand how to prepare for the AWS Certified Machine Learning-Specialty certification exam. Ideal for machine learning engineers looking to learn AWS machine learning services and acquire a specialty certification, this book provides hands-on experience and expert guidance on building, tuning, deploying, and productionizing any machine learning model using AWS.