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I have been fortunate to work again with professionals from Waterside Productions, Wiley, and Google to create this Study Guide.

Carole Jelen, vice president of Waterside Productions, and Jim Minatel, associate publisher at John Wiley & Sons, continue to lead the effort to create Google Cloud certification guides. It was a pleasure to work with Gary Schwartz, project editor, who managed the process that got us from outline to a finished manuscript. Thanks to Christine O’Connor, senior production editor, for making the last stages of book development go as smoothly as they did.

I was also fortunate to work with Valerie Parham-Thompson again. Valerie’s technical review improved the clarity and accuracy of this book tremendously.

Thank you to the Google Cloud subject-matter experts who reviewed and contributed to the material in this book:

Name	Title
Damon A. Runion	Technical Curriculum Developer, Data Engineering
Julianne Cuneo	Data Analytics Specialist, Google Cloud
Geoff McGill	Customer Engineer, Data Analytics
Susan Pierce	Solutions Manager, Smart Analytics and AI
Rachel Levy	Cloud Data Specialist Lead
Dustin Williams	Data Analytics Specialist, Google Cloud
Gbenga Awodokun	Customer Engineer, Data and Marketing Analytics
Dilraj Kaur	Big Data Specialist
Rebecca Ballough	Data Analytics Manager, Google Cloud
Robert Saxby	Staff Solutions Architect
Niel Markwick	Cloud Solutions Architect
Sharon Dashet	Big Data Product Specialist
Barry Searle	Solution Specialist - Cloud Data Management
Jignesh Mehta	Customer Engineer, Cloud Data Platform and Advanced Analytics

My sons James and Nicholas were my first readers, and they helped me to get the manuscript across the finish line.

This book is dedicated to Katherine, my wife and partner in so many adventures.