
Machine Learning in the Aws Cloud: Add Intelligence to Applications with Amazon Sagemaker and Amazon Rekognition
Add Intelligence to Applications with Amazon SageMaker and Amazon Rekognition
Abhishek Mishra(Author)
Sybex Inc.,U.S. (Publisher)
1st Edition
Will be published approx. on 10. September 2019
Book
Paperback/Softback
336 pages
978-1-119-55671-8 (ISBN)
Description
Put the power of AWS Cloud machine learning services to work in your business and commercial applications!
Machine Learning in the AWS Cloud introduces readers to the machine learning (ML) capabilities of the Amazon Web Services ecosystem and provides practical examples to solve real-world regression and classification problems. While readers do not need prior ML experience, they are expected to have some knowledge of Python and a basic knowledge of Amazon Web Services.
Part One introduces readers to fundamental machine learning concepts. You will learn about the types of ML systems, how they are used, and challenges you may face with ML solutions. Part Two focuses on machine learning services provided by Amazon Web Services. You'll be introduced to the basics of cloud computing and AWS offerings in the cloud-based machine learning space. Then you'll learn to use Amazon Machine Learning to solve a simpler class of machine learning problems, and Amazon SageMaker to solve more complex problems.
* Learn techniques that allow you to preprocess data, basic feature engineering, visualizing data, and model building
* Discover common neural network frameworks with Amazon SageMaker
* Solve computer vision problems with Amazon Rekognition
* Benefit from illustrations, source code examples, and sidebars in each chapter
The book appeals to both Python developers and technical/solution architects. Developers will find concrete examples that show them how to perform common ML tasks with Python on AWS. Technical/solution architects will find useful information on the machine learning capabilities of the AWS ecosystem.
More details
Language
English
Place of publication
New York
United States
Publishing group
John Wiley & Sons Inc
Target group
Professional and scholarly
Dimensions
Height: 233 mm
Width: 187 mm
Thickness: 38 mm
Weight
907 gr
ISBN-13
978-1-119-55671-8 (9781119556718)
Schweitzer Classification
Other editions
Additional editions

Abhishek Mishra
Machine Learning in the AWS Cloud
Add Intelligence to Applications with Amazon SageMaker and Amazon Rekognition
E-Book
08/2019
1st Edition
Wiley-Scrivener
€32.99
Available for download

Abhishek Mishra
Machine Learning in the AWS Cloud
Add Intelligence to Applications with Amazon SageMaker and Amazon Rekognition
E-Book
08/2019
1st Edition
Wiley
€32.99
Available for download
Person
ABOUT THE AUTHOR
ABHISHEK MISHRA has more than 19 years' experience across a broad range of enterprise technologies. He consults as a security and fraud solution architect with Lloyds Banking group PLC in London. He is the author of Amazon Web Services for Mobile Developers.