其他助理级📊 数据
Databricks Certified Associate Developer for Apache Spark
Prepare for the Databricks Certified Associate Developer for Apache Spark exam with 148+ practice questions covering Spark architecture, DataFrame API, Spark SQL, and performance tuning.
$0
Exam Fee
65
Questions
90m
Exam Duration
70/100
Passing Score
MEMBERSHIP
JR Academy Membership
Unlock all certifications, courses & tools at a fraction of the cost
- All certification exam prep included
- Course discounts up to 50%
- AI tools & Chrome extensions
- Priority 1-on-1 coaching
What this certification covers
This page is structured for quick scanning first: exam format, fit, prep time, and the actual study scope.
You will work with
Spark Architecture & Cluster ManagementDataFrame API OperationsSpark SQL & Window FunctionsPySpark Data TransformationsJoin Optimization & Broadcast JoinsPartitioning & Shuffle ManagementStructured Streaming BasicsData Source Reading & Writing
After preparation
- Pass the Databricks Spark certification exam with confidence
- Master key concepts across all exam domains
- Identify and strengthen weak areas before the exam
Exam details
Exam Code
Databricks Spark
Provider
其他认证机构
Duration
90 minutes
Question Count
65 questions
Passing Score
70/100
Validity
3 years
Exam Fee
$0 USD
Question Types
single-choice, multiple-choice
Languages
English
Official Page
Who should take it
Good fit
- Python/PySpark developers working with Apache Spark DataFrames
- Data engineers building Spark-based data processing pipelines
- Big data developers seeking Spark API proficiency certification
- Analytics professionals using Spark SQL for data analysis
Before you start
- 6+ months of hands-on experience with Apache Spark
- Proficiency in Python programming and PySpark basics
- Understanding of Spark architecture (Driver, Executor, Cluster Manager)
- Familiarity with DataFrame API and Spark SQL fundamentals
Study preparation
With hands-on AWS
4-6 weeks
From scratch
8-10 weeks
Daily pace
1-2 hours/day
Learning path preview
4 chapters1
Databricks Spark Exam Overview
40 min2
Databricks
120 min3
Apache Spark
30 min4
Exam Preparation & Practice
100 minCertification comparison
| Databricks Spark | CCDAK | CCFA | |
|---|---|---|---|
| Provider | 其他 | 其他 | 其他 |
| Level | 助理级 | 助理级 | 专业级 |
| Fee | $0 | $150 | $300 |
| Duration | 90 min | 90 min | 90 min |
| Question count | 65 | 60 | 60 |
| Validity | 3 yrs | 2 yrs | 3 yrs |
Study tips and common mistakes
💡
65 题 90 分钟，平均每题 1 分钟，合理分配时间
💡
及格分 70/100，不确定的题先标记跳过，回头再做
💡
排除法非常有用 — 先排掉明显错误的选项，剩下的再分析
⚠️
没有读完所有选项就选答案 — 题目经常有"最佳"答案和"正确但不最佳"的干扰项
⚠️
备考只刷题不理解原理 — 考试场景题需要理解底层概念
⚠️
忽略时间管理 — 在难题上卡太久，导致后面简单题没时间做
FAQ
Frequently Asked Questions
If you plan to take Databricks Spark, start with real practice.
148+ questions, chapter-by-chapter learning, mock exams, wrong-question review, and AI tutor support live in the exam page.
Go to exam prepFrom $29 · 2 free chapters