Tripuraneni, Subhashini
Hands-On Artificial Intelligence on Amazon Web Services: Decrease the time to market for AI and ML applications with the power of AWS
- ISBN 13:
- 9781789534146
- author:
- Tripuraneni, Subhashini
- format:
- Paperback
- publisher:
- Packt Publishing Limited
- language:
- English
- Publication Year:
- 2019
- Pages:
- 426
- Dimensions:
- 23.5 x 19.1 x 2.2 centimetres (0
- Genre:
- Computers, Artificial Intelligence, Computers,
- Condition:
- New
- Availability:
- Item usually sent within 5 working days
Description
Learn to harness the power of online marketplaces Web Services for artificial intelligence and machine learning with this comprehensive guide.
This book takes you through hands-on exercises, exploring popular services such as SageMaker, Lex, Comprehend, Translate, and Polly, and their underlying algorithms. You'll discover how to design robust architectures for experimentation, extensibility, and maintainability of AI applications.
From data wrangling to translating text, performing speech-to-text, and extracting information from text, you'll learn how to use AWS artificial intelligence and machine learning services to solve real-world problems. The book covers key topics such as sales forecasting with deep learning and autoregression, before exploring the importance of a feedback loop in machine learning.
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