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

Associate-Developer-Apache-Spark Exam Questions
  • Exam Code: Associate-Developer-Apache-Spark
  • Exam Name: Databricks Certified Associate Developer for Apache Spark 3.0 Exam
  • Updated: Oct 29, 2026
  • Q & A: 179 Questions and Answers
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Certification Topics of Databricks Associate Developer Apache Spark Exam?

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

  • Lastly, Spark DataFrame API Applications (72%)

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

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

SectionObjectives
Spark DataFrame API- DataFrame operations
  • 1. select, filter, withColumn
    • 2. joins and aggregations
      Apache Spark Architecture and Fundamentals- Spark architecture overview
      • 1. Job execution model
        • 2. Driver, Executors, Cluster Manager
          Data Ingestion and Storage Formats- Reading and writing data
          • 1. schema inference and enforcement
            • 2. Parquet, JSON, CSV
              Performance and Optimization Basics- Optimization concepts
              • 1. caching and persistence
                • 2. partitioning and shuffling
                  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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