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

  • Exam Code: Associate-Developer-Apache-Spark
  • Exam Name: Databricks Certified Associate Developer for Apache Spark 3.0 Exam
  • Updated: Jul 30, 2026
  • Q & A: 179 Questions and Answers

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Exam Format and Content

  • Passing score: 70%

  • Exam Format: Multiple choice questions

  • Exam Duration: 120 minutes

  • Exam Length: 60 questions

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

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Databricks Associate Developer Apache Spark Exam

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

SectionObjectives
Topic 1: Performance and Optimization Basics- Optimization concepts
  • 1. caching and persistence
    • 2. partitioning and shuffling
      Topic 2: Spark SQL- SQL queries in Spark
      • 1. views and tables
        • 2. query optimization basics
          Topic 3: Spark DataFrame API- DataFrame operations
          • 1. select, filter, withColumn
            • 2. joins and aggregations
              Topic 4: Apache Spark Architecture and Fundamentals- Spark architecture overview
              • 1. Job execution model
                • 2. Driver, Executors, Cluster Manager
                  Topic 5: Transformations and Actions- Core RDD/DataFrame operations
                  • 1. lazy evaluation
                    • 2. actions vs transformations
                      Topic 6: Data Ingestion and Storage Formats- Reading and writing data
                      • 1. schema inference and enforcement
                        • 2. Parquet, JSON, CSV

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