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Journey to Become a Google Cloud Machine Learning Engineer

You're reading from   Journey to Become a Google Cloud Machine Learning Engineer Build the mind and hand of a Google Certified ML professional

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Product type Paperback
Published in Sep 2022
Publisher Packt
ISBN-13 9781803233727
Length 330 pages
Edition 1st Edition
Languages
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Author (1):
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Dr. Logan Song Dr. Logan Song
Author Profile Icon Dr. Logan Song
Dr. Logan Song
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Table of Contents (23) Chapters Close

Preface 1. Part 1: Starting with GCP and Python
2. Chapter 1: Comprehending Google Cloud Services FREE CHAPTER 3. Chapter 2: Mastering Python Programming 4. Part 2: Introducing Machine Learning
5. Chapter 3: Preparing for ML Development 6. Chapter 4: Developing and Deploying ML Models 7. Chapter 5: Understanding Neural Networks and Deep Learning 8. Part 3: Mastering ML in GCP
9. Chapter 6: Learning BQ/BQML, TensorFlow, and Keras 10. Chapter 7: Exploring Google Cloud Vertex AI 11. Chapter 8: Discovering Google Cloud ML API 12. Chapter 9: Using Google Cloud ML Best Practices 13. Part 4: Accomplishing GCP ML Certification
14. Chapter 10: Achieving the GCP ML Certification 15. Part 5: Appendices
16. Index 17. Other Books You May Enjoy Appendix 1: Practicing with Basic GCP Services 1. Appendix 2: Practicing Using the Python Data Libraries 2. Appendix 3: Practicing with Scikit-Learn 3. Appendix 4: Practicing with Google Vertex AI 4. Appendix 5: Practicing with Google Cloud ML API

Achieving the GCP ML Certification

Congratulations! You have gone through all the chapters thus far and built a strong knowledge base and skillset for Machine Learning (ML) in Google Cloud. Now, it is time to integrate what you have learned so far and take the GCP ML certification exam – the last part of our learning roadmap.

The Google Professional Machine Learning Engineer certification exam is a very important part of your journey to becoming a Google Cloud Certified Machine Learning Engineer. To prepare for and pass the exam, you must review all the contents in this book and integrate them to deeply understand them and connect all the dots.

We recommend that you take the following steps to prepare for and achieve the Google Professional ML Engineer certification:

  1. Read the official Google ML certification exam guide.
  2. Read all the chapters in this book.
  3. Complete all the hands-on labs in this book.
  4. Practice and review all the practice questions in...
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