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

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: Sep 04, 2026

Q & A: 179 Questions and Answers

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Prerequisites for the Databricks Associate Developer Apache Spark Exam?

  • You need to be able to complete the individual data manipulation task with the help of the Spark DataFrameAPI.
  • If you have a basic understanding of the architecture, you can use adaptive query execution.

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

SectionObjectives
Topic 1: Spark SQL- SQL queries in Spark
  • 1. views and tables
    • 2. query optimization basics
      Topic 2: Spark DataFrame API- DataFrame operations
      • 1. select, filter, withColumn
        • 2. joins and aggregations
          Topic 3: Apache Spark Architecture and Fundamentals- Spark architecture overview
          • 1. Driver, Executors, Cluster Manager
            • 2. Job execution model
              Topic 4: Performance and Optimization Basics- Optimization concepts
              • 1. partitioning and shuffling
                • 2. caching and persistence
                  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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