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Google Cloud Digital Leader Certification Guide

You're reading from   Google Cloud Digital Leader Certification Guide A comprehensive study guide to Google Cloud concepts and technologies

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Product type Paperback
Published in Mar 2024
Publisher Packt
ISBN-13 9781805129615
Length 210 pages
Edition 1st Edition
Languages
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Author (1):
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Bruno Beraldo Rodrigues Bruno Beraldo Rodrigues
Author Profile Icon Bruno Beraldo Rodrigues
Bruno Beraldo Rodrigues
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Table of Contents (21) Chapters Close

Preface 1. Part 1:Introduction to Digital Transformation with Google Cloud
2. Chapter 1: Cloud Computing Fundamentals – An Introduction to Digital Transformation FREE CHAPTER 3. Chapter 2: The Shift to Public Cloud 4. Chapter 3: Understanding the Different Cloud Computing Models 5. Part 2:Innovating with Data and Google Cloud
6. Chapter 4: The Role of Data in Digital Transformation 7. Chapter 5: Google Cloud Solutions for Data Management 8. Chapter 6: Machine Learning and Artificial Intelligence on Google Cloud 9. Part 3:Infrastructure and Platform Modernization
10. Chapter 7: Modernizing IT Infrastructure with Google Cloud 11. Chapter 8: Modernizing Applications with Google Cloud 12. Chapter 9: The Value of APIs 13. Part 4:Understanding Google Cloud Security and Operations
14. Chapter 10: Google Cloud’s Approach to Security 15. Chapter 11: IT Operations in the Cloud 16. Chapter 12: Resource Monitoring and Application Performance Management on Google Cloud 17. Part 5:Practice Exam Questions
18. Chapter 13: Sample Questions: Exam Preparation 19. Index 20. Other Books You May Enjoy

Machine Learning and Artificial Intelligence on Google Cloud

The topics of machine learning (ML) and artificial intelligence (AI) are supercharged with societal imagination given the generative arms race that has kicked off between major companies such as Google, Amazon, and Microsoft, along with an ecosystem of model and solution providers such as Anthropic, Cohere, and Copy.ai. In this chapter, you will learn about the history of the usage of ML and AI at Google before we explore what solutions are available through Google Cloud.

By the end of this chapter, you will be able to do the following:

  • Understand the different types of AI and how they are applied
  • Understand Google’s contribution to the space of AI
  • Understand the considerations that are required when preparing to leverage AI
  • Describe the Google Cloud solutions for ML and AI

The chapter covers the following topics:

  • AI overview and Google’s contribution
  • Considerations...
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