Prepare for the GCP ML certification exam along with exploring cloud computing and machine learning concepts and gaining Google Cloud ML skillsKey Featuresā¢ A comprehensive yet easy-to-follow Google Cloud machine learning study guideā¢ Explore full-spectrum and step-by-step practice examples to develop hands-on skillsā¢ Read through and learn from in-depth discussions of Google ML certification exam questionsBook DescriptionThis book aims to provide a study guide to learn and master machine learning in Google Cloud: to build a broad and strong knowledge base, train hands-on skills, and get certified as a Google Cloud Machine Learning Engineer.The book is for someone who has the basic Google Cloud Platform (GCP) knowledge and skills, and basic Python programming skills, and wants to learn machine learning in GCP to take their next step toward becoming a Google Cloud Certified Machine Learning professional.The book starts by laying the foundations of Google Cloud Platform and Python programming, followed the by building blocks of machine learning, then focusing on machine learning in Google Cloud, and finally ends the studying for the Google Cloud Machine Learning certification by integrating all the knowledge and skills together.The book is based on the graduate courses the author has been teaching at the University of Texas at Dallas. When going through the chapters, the reader is expected to study the concepts, complete the exercises, understand and practice the labs in the appendices, and study each exam question thoroughly. Then, at the end of the learning journey, you can expect to harvest the knowledge, skills, and a certificate.What you will learnā¢ Provision Google Cloud services related to data science and machine learningā¢ Program with the Python programming language and data science librariesā¢ Understand machine learning concepts and model development processesā¢ Explore deep learning concepts and neural networksā¢ Build, train, and deploy ML models with Google BigQuery ML, Keras, and Google Cloud Vertex AIā¢ Discover the Google Cloud ML Application Programming Interface (API)ā¢ Prepare to achieve Google Cloud Professional Machine Learning Engineer certificationWho this book is forAnyone from the cloud computing, data analytics, and machine learning domains, such as cloud engineers, data scientists, data engineers, ML practitioners, and engineers, will be able to acquire the knowledge and skills and achieve the Google Cloud professional ML Engineer certification with this study guide. Basic knowledge of Google Cloud Platform and Python programming is required to get the most out of this book.
- 330 pages
- English
- ePUB (mobile friendly)
- Available on iOS & Android
eBook - ePub
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Table of contents
- Journey to Become a Google Cloud Machine Learning Engineer
- Contributors
- Preface
- Part 1: Starting with GCP and Python
- 1
- 2
- Part 2: Introducing Machine Learning
- 3
- 4
- 5
- Part 3: Mastering ML in GCP
- 6
- 7
- 8
- 9
- Part 4: Accomplishing GCP ML Certification
- 10
- Part 5: Appendices
- Appendix 1
- Appendix 2
- Appendix 3
- Appendix 4
- Appendix 5
- Index
- Other Books You May Enjoy
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Yes, you can access Journey to Become a Google Cloud Machine Learning Engineer by in PDF and/or ePUB format, as well as other popular books in Computer Science & Computer Science General. We have over 1.5 million books available in our catalogue for you to explore.