GCP-ADP Data Preparation And Ingestion Practice Question
Which THREE features does Dataprep provide?
Answer choices
Why each option matters
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
Data profiling
Dataprep provides data profiling, transformation, and sampling.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✓
Data profiling
Why this is correct
Essential for understanding data.
- ✓
Sampling
Why this is correct
Used for efficient cleaning.
- ✗
Direct database writes
Why it's wrong here
Dataprep targets files or BigQuery.
- ✗
Machine Learning model training
Why it's wrong here
That is Vertex AI.
- ✓
Data transformation
Why this is correct
Core purpose of Dataprep.
About these practice questions
Courseiva writes every GCP-ADP question from scratch — 205 in total, each with an explanation and a wrong-answer breakdown. None are copied from real exams or dumps. Learn why practice questions differ from exam dumps →
JA
Written and reviewed by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
Last reviewed August 2026 · checked against the official Google Cloud exam blueprint
This GCP-ADP practice question is part of Courseiva's free Google Cloud certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the GCP-ADP exam.