Databricks Certified Associate Developer for Apache Spark 3.0 : Associate-Developer-Apache-Spark

  • Exam Code: Associate-Developer-Apache-Spark
  • Exam Name: Databricks Certified Associate Developer for Apache Spark 3.0 Exam
  • Updated: Aug 17, 2026
  • Q&As: 179 Questions and Answers

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About Databricks Associate-Developer-Apache-Spark Real Exam

Certification Topics of Databricks Associate Developer Apache Spark Exam?

  • Lastly, Spark DataFrame API Applications (72%)

  • To begin with, Spark Architecture: Conceptual understanding (17%)

  • Then, Spark Architecture: Applied understanding (11%)

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Exam Format and Content

  • Exam Length: 60 questions

  • Passing score: 70%

  • Exam Duration: 120 minutes

  • Language: This exam is only available in the Python or Scala language.

  • Exam Format: Multiple choice questions

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Databricks Associate-Developer-Apache-Spark Exam Syllabus Topics:

SectionObjectives
Spark SQL- SQL queries in Spark
  • 1. query optimization basics
    • 2. views and tables
      Transformations and Actions- Core RDD/DataFrame operations
      • 1. lazy evaluation
        • 2. actions vs transformations
          Spark DataFrame API- DataFrame operations
          • 1. joins and aggregations
            • 2. select, filter, withColumn
              Data Ingestion and Storage Formats- Reading and writing data
              • 1. schema inference and enforcement
                • 2. Parquet, JSON, CSV
                  Apache Spark Architecture and Fundamentals- Spark architecture overview
                  • 1. Driver, Executors, Cluster Manager
                    • 2. Job execution model
                      Performance and Optimization Basics- Optimization concepts
                      • 1. caching and persistence
                        • 2. partitioning and shuffling

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