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

  • Exam Code: Associate-Developer-Apache-Spark
  • Exam Name: Databricks Certified Associate Developer for Apache Spark 3.0 Exam
  • Updated: Oct 12, 2026
  • Q&As: 179 Questions and Answers

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

SectionObjectives
Performance and Optimization Basics- Optimization concepts
  • 1. partitioning and shuffling
    • 2. caching and persistence
      Spark DataFrame API- DataFrame operations
      • 1. select, filter, withColumn
        • 2. joins and aggregations
          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
                  Transformations and Actions- Core RDD/DataFrame operations
                  • 1. actions vs transformations
                    • 2. lazy evaluation
                      Spark SQL- SQL queries in Spark
                      • 1. query optimization basics
                        • 2. views and tables

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