gcp data engineer Beginner Practice Exam: Easy Questions 2025
New to Google Cloud 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 Google Cloud Professional Data Engineer
Which Google Cloud service is commonly used to run batch data processing jobs using Apache Spark or Hadoop without managing the underlying cluster infrastructure?
Which statement best describes the difference between batch processing and streaming processing?
Which Google Cloud service is designed to ingest event streams using a publish/subscribe messaging pattern?
Which Google Cloud service is commonly used to build data pipelines (batch or streaming) using Apache Beam?
You want to load files from Cloud Storage into BigQuery for analysis. What BigQuery object typically holds the data you query?
Which Google Cloud service is an object store commonly used as a data lake for raw files such as CSV, JSON, Parquet, and images?
Which Google Cloud service is a fully managed, scalable data warehouse optimized for SQL analytics?
Which BigQuery feature is primarily used to control who can view or query datasets and tables?
In BigQuery, which SQL clause is commonly used to filter rows in a query result?
Which Google Cloud service is commonly used to schedule and orchestrate recurring data pipeline tasks (for example, running jobs daily)?
Ready for more challenge?
Move on to intermediate questions when you score above 80%
Google Cloud Professional Data Engineer Beginner Practice Exam FAQs
gcp data engineer is a professional certification from Google Cloud that validates expertise in google cloud professional data engineer technologies and concepts. The official exam code is PDE.
The gcp 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 gcp 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 gcp data engineer beginner practice exam contains 50-60 easy-level questions with detailed explanations to help you understand the fundamentals.
Continue Your Journey
More resources to help you pass the exam