professional-data-engineer.md

Professional Data Engineer

Official Description:	https://cloud.google.com/certification/data-engineer/
Length:	2 hours
Questions:	~50 (not a fixed number, but typically around 50+ questions)
Certification type:	Specialization
Experience:	Advanced - Professional
Official Practice Test:	https://cloud.google.com/certification/practice-exam/data-engineer

Posts

Published	Title/Link	Author
2022/10	How I prepared for GCP PDE Certification	Narayan Singh
2022/07	How do I prepared and passed the GCP PDE Certification Exam (2022)	Gary Yiu
2022/05	How I Passed the PDE Exam on my First Attempt	Damian Ohienmhen
2021/10	Top ten tips for passing the GCP PDE Certification exam	konrad bachusz
2021/09	How I cleared the Google Cloud Professional Data Engineer exam in 2021	Bhavesh Bhatt
2021/01	How to pass the PDE certification – as a sales guy	Rolf Siegel
2020/09	GCP Professional Data Engineer Guide	A Estevez
2020/07	preparation, tips, and my journey from failing to passing experience	Kshitij Bhadage
2020/05	Data Engineering on GCP Specialisation	Alex Papageorgiou
2020/04	How to Prepare for GCP PDE Exam	Hardik Rathod
2020/02	Topics in the GCP PDE Exam	Sabeehah Ahmed
2020/02	My personal road map and thoughts in 2020	João Vitor Baptista
2020/01	How I pass the GCP Data Engineer exam - Key points to study and personal experience	Kenny Contreras
2019/12	How to pass the Google Cloud Professional Data Engineer exam	Jonathan M
	Google Cloud - Professional Data Engineer Exam Study Materials	Leverege Developers
2019/12	Road to Success — Professional Data Engineer	Biswarup Ghoshal
2019/10	The Ultimate Hack to passing Data Engineer exam	Kelly Sun
2019/07	How to pass the Cloud Architect and Data Engineer GCP certifications	Ivam Luz
2019/05	Concepts to focus for passing Google Cloud PDE Exam	Srividya Ramaraju
2019/02	PDE— Roadmap for preparation	Pankaj K
2019/01	Professional Data Engineer Certification— my personal study guide!	Guang X
2019/04	Certified Professional Data Engineer - 2019 Updated exam	Dmitri Lerko
2019/01	Notes from my Google Cloud Professional Data Engineer Exam	Sathish VJ
2019/01	GCP Certified Data Engineer in 3 Weeks	Avinash Gupta
2019/01	Cheat sheet	Guang Xu
2018/12	How I Cleared 3 Google Cloud Certifications in 3 Weeks	Deepak Verma
2018/11	Preparing for the Google Cloud	Panagiotis Tzamtzis
2018/10	How to pass your Google Cloud Platform Professional Data Engineer exam	vinoaj
2018/10	A Study Guide to the Google Cloud Professional Data Engineer Certification Path	Simon Lee
2017/12	Google Cloud Certified Professional - Data Engineer Track	Kayleigh Rix

Practice Exams / Tests

Published	Title/Link	Author
	Official Practice Exam

Books

Published	Title/Link	Author
2020/05	Official PDE Study Guide	Dan Sullivan
	Data Science on the Google Cloud Platform	Valliappa Lakshmanan
	Hands-On Machine Learning with Scikit-Learn and TensorFlow	Aurélien Géron
2019/10	Google BigQuery: The Definitive Guide	Jordan Tigani & Valliappa Lakshmanan

Videos / Sessions

Published	Title/Link	Instructor
	GCP data engineer certification review	John
	Machine Learning Crash Course	Google

Online Trainings

Site	Title/Link	Instructor
Coursera	Preparing for the Google Cloud Professional Data Engineer Exam
Coursera	Data Engineering on Google Cloud Platform
Linux Academy	Google Cloud Certified Professional Data Engineer
Udemy	Preparing for the Google Cloud Professional Data Engineer Exam
Udemy	An Introduction to Google Cloud Platform for Data Engineers
Udemy	Learn GCP: Google Cloud Data Engineer Express Course!
acloud.guru	Applied Machine Learning with BigQuery on Google Cloud Platform	Mike West
pluralsight	Data Engineering on Google Cloud Platform	Google Cloud
pluralsight	Google: Professional Cloud Data Engineer	Janani Ravi, Vitthal Srinivasan

Cheat Sheets

Published	Title/Link	Author
	Data Engineering on GCP	Maverick Lin
	A TensorFlow Glossary/Cheat Sheet	Bill Prin
	GCP Data Engineer cheatsheet	Guang Xu

Qwiklabs Links

Title/Link
Baseline: Data, ML, AI
Data Engineering
Data Science on Google Cloud
BigQuery Basics for Data Analysts
Engineer Data in Google Cloud
Scientific Data Processing
Build and Optimize Data Warehouses with BigQuery
BigQuery for Data Warehousing
Building Advanced Codeless Pipelines on Cloud Data Fusion
Insights from Data with BigQuery
BigQuery for Data Analysis
Data Catalog Fundamentals
Building Codeless Pipelines on Cloud Data Fusion
BigQuery for Marketing Analysts
Cloud SQL
BigQuery for Machine Learning

Deep Dive Links

Published	Topic	Title/Link	Instructor
2020/02	Cloud Spanner	Internals of Google Cloud Spanner	Bhuvanesh