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

Associate-Developer-Apache-Spark real exams

Exam Code: Associate-Developer-Apache-Spark

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

Updated: Aug 21, 2026

Q & A: 179 Questions and Answers

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

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

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