Mengle, Dr. Saket S.R.
Mastering Machine Learning on AWS: Advanced machine learning in Python using SageMaker, Apache Spark, and TensorFlow
- ISBN 13:
- 9781789349795
- author:
- Mengle, Dr. Saket S.R.
- format:
- Paperback
- publisher:
- Packt Publishing
- language:
- English
- Publication Year:
- 2019
- Pages:
- 306
- Dimensions:
- 23.5 x 19.1 x 1.6 centimetres (0
- Genre:
- Computers, Artificial Intelligence, Computers,
- Condition:
- New
- Availability:
- Item usually sent within 5 working days
Description
Gain expertise in machine learning techniques with online marketplaces Web Services (AWS) to create interactive apps using SageMaker, Apache Spark, and TensorFlow. This comprehensive guide covers key ML algorithms, including XGBoost, linear models, factorization machines, and deep nets, and provides practical applications for real-world problems. You'll learn how to build, train, tune, and deploy neural network models in the cloud, using simple and secure APIs. The book includes companion notebooks with all necessary code to run on AWS, covering tasks such as smart analytics, predictive modeling, and sentiment analysis. By the end of this guide, you'll be equipped with the skills needed to effectively handle machine learning projects and implement algorithms on AWS.
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