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Databricks Associate-Developer-Apache-Spark

Associate-Developer-Apache-Spark

Exam Code: Associate-Developer-Apache-Spark

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

Updated: Oct 17, 2026

Q&A Number: 179 Q&As

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

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

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