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Last Updated: Oct 11, 2026

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Databricks Associate Developer Apache Spark Exam

How to become Databricks Associate Developer Apache Spark certified

  • To create applications that run on the Databricks platform. You'll learn how to use the Spark shell to interact with the data stored in Databricks, the Databricks DataFrame API, and the Databricks Query Language (DQL). You'll also gain exposure to a variety of machine learning and data mining algorithms that can be used to solve real-world problems.

  • The Databricks Associate Developer Apache Spark certification is a great opportunity to get hands-on experience with the most popular big data platform. It's a two-day certification course that teaches you how to use the latest version of Apache Spark. Databricks Associate Developer Apache Spark exam dumps are the key of success.

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The Exam cost of Databricks Associate Developer Apache Spark Exam?

The cost of the Databricks Associate Developer Apache Spark Exam is 200 USD per attempt.

Exam Format and Content

  • Passing score: 70%

  • Language: This exam is only available in the Python or Scala language.

  • Exam Length: 60 questions

  • Exam Duration: 120 minutes

  • Exam Format: Multiple choice questions

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

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