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AWS Certified Machine Learning - Specialty (MLS-C01) Certification Guide

You're reading from   AWS Certified Machine Learning - Specialty (MLS-C01) Certification Guide The ultimate guide to passing the MLS-C01 exam on your first attempt

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Product type Paperback
Published in Feb 2024
Publisher Packt
ISBN-13 9781835082201
Length 342 pages
Edition 2nd Edition
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Authors (2):
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Somanath Nanda Somanath Nanda
Author Profile Icon Somanath Nanda
Somanath Nanda
Weslley Moura Weslley Moura
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Weslley Moura
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Table of Contents (13) Chapters Close

Preface 1. Chapter 1: Machine Learning Fundamentals FREE CHAPTER 2. Chapter 2: AWS Services for Data Storage 3. Chapter 3: AWS Services for Data Migration and Processing 4. Chapter 4: Data Preparation and Transformation 5. Chapter 5: Data Understanding and Visualization 6. Chapter 6: Applying Machine Learning Algorithms 7. Chapter 7: Evaluating and Optimizing Models 8. Chapter 8: AWS Application Services for AI/ML 9. Chapter 9: Amazon SageMaker Modeling 10. Chapter 10: Model Deployment 11. Chapter 11: Accessing the Online Practice Resources 12. Other Books You May Enjoy

Creating chatbots on Amazon Lex

Most of the features that are available in Alexa are powered by Amazon Lex. You can easily build a chatbot using Amazon Lex. It uses natural language understanding and automatic speech recognition behind the scenes. An Amazon Lex bot can be created either from the console or via APIs. Its basic requirements are shown in the upcoming diagram.

Some common uses of Amazon Lex include the following:

  • Apps that both listen and take input as text
  • Chatbots
  • Conversational AI products to provide a better customer and sales experience
  • Custom business bots for assistance through AWS Lambda functions
  • Voice assistants for your call center, which can speak to a user, schedule a meeting, or request the details of your account
  • By integrating with Amazon Cognito, a few aspects such as user management, authentication, and sync across all your devices can be controlled

Next, you will explore the benefits of Amazon Lex.

Exploring the...

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