Professional Data Engineer Beginner Practice Exam: Easy Questions 2025
New to Professional Data Engineer? Start here! Our beginner practice exam features easy questions that focus on fundamental concepts, basic terminology, and core understanding. Perfect for building confidence before tackling harder questions.
Your Learning Path
Why Start with Beginner Questions?
Build a solid foundation before tackling harder material
Easy Difficulty
Questions designed for those just starting their certification journey
Foundational Concepts
Focus on basic terminology, definitions, and core understanding
Build Confidence
Perfect stepping stone before tackling intermediate questions
Detailed Explanations
Learn the fundamentals with comprehensive answer breakdowns
Easy Practice Questions
10 beginner-level questions for Professional Data Engineer
Which Google Cloud service is primarily used as a fully managed, serverless data warehouse for analytics using SQL?
Which Google Cloud service is commonly used to ingest and deliver streaming events for real-time data pipelines?
What is a key difference between batch processing and stream processing?
Which Google Cloud service provides a managed Apache Beam environment for building batch and streaming data pipelines?
Which Google Cloud service is commonly used to orchestrate and schedule workflows and pipelines (for example, running tasks on a schedule with dependencies)?
Which BigQuery feature is primarily used to improve query performance by reducing the amount of data scanned based on filters (for example, filtering by date)?
Which Google Cloud service is commonly used to train and deploy machine learning models using managed infrastructure?
What is the main purpose of deploying a model to an online prediction endpoint (for example, in Vertex AI)?
Which Google Cloud service is used to centrally collect, view, and query logs from applications and services?
What is a common best practice to control who can access BigQuery datasets and tables?
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Move on to intermediate questions when you score above 80%
Professional Data Engineer Beginner Practice Exam FAQs
Professional Data Engineer is a professional certification from Google Cloud that validates expertise in professional data engineer technologies and concepts. The official exam code is GCP-9.
The Professional Data Engineer beginner practice exam contains easy-level questions designed for those just starting their certification journey. Questions focus on fundamental concepts and basic terminology.
Yes! The Professional Data Engineer beginner practice exam is specifically designed for candidates who are new to the certification path. It helps build confidence before tackling intermediate and advanced questions.
Our Professional Data Engineer beginner practice exam contains 50-60 easy-level questions with detailed explanations to help you understand the fundamentals.
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