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Data Labeling in Machine Learning with Python

You're reading from   Data Labeling in Machine Learning with Python Explore modern ways to prepare labeled data for training and fine-tuning ML and generative AI models

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Product type Paperback
Published in Jan 2024
Publisher Packt
ISBN-13 9781804610541
Length 398 pages
Edition 1st Edition
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Author (1):
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Vijaya Kumar Suda Vijaya Kumar Suda
Author Profile Icon Vijaya Kumar Suda
Vijaya Kumar Suda
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Table of Contents (18) Chapters Close

Preface 1. Part 1: Labeling Tabular Data
2. Chapter 1: Exploring Data for Machine Learning FREE CHAPTER 3. Chapter 2: Labeling Data for Classification 4. Chapter 3: Labeling Data for Regression 5. Part 2: Labeling Image Data
6. Chapter 4: Exploring Image Data 7. Chapter 5: Labeling Image Data Using Rules 8. Chapter 6: Labeling Image Data Using Data Augmentation 9. Part 3: Labeling Text, Audio, and Video Data
10. Chapter 7: Labeling Text Data 11. Chapter 8: Exploring Video Data 12. Chapter 9: Labeling Video Data 13. Chapter 10: Exploring Audio Data 14. Chapter 11: Labeling Audio Data 15. Chapter 12: Hands-On Exploring Data Labeling Tools 16. Index 17. Other Books You May Enjoy

Introducing Azure Cognitive Services – the speech service

Azure Cognitive Services offers a comprehensive set of speech-related services that empower developers to integrate powerful speech capabilities into their applications. Some key speech services available in Azure AI include the following:

  • Speech-to-text (speech recognition): This converts spoken language into written text, enabling applications to transcribe audio content such as voice commands, interviews, or conversations.
  • Speech Translation: This translates spoken language into another language in real time, facilitating multilingual communication. This service is valuable for applications requiring language translation for global audiences.

These Azure Cognitive Services speech capabilities cater to a diverse range of applications, from accessibility features and voice-enabled applications to multilingual communication and personalized user experiences. Developers can leverage these services to...

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