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  • Exam Code: Associate-Developer-Apache-Spark
  • Exam Name: Databricks Certified Associate Developer for Apache Spark 3.0 Exam
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  • Exam Code: Associate-Developer-Apache-Spark
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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%)

Prerequisites for the Databricks Associate Developer Apache Spark Exam?

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

What is the salary of a Databricks Associate Developer Apache Spark Exam?

The Average salary of different countries for Databricks Associate Developer Apache Spark professionals:

  • UK - Pounds 33288 per year

  • India - INR 3516457 per year

  • United States - USD 84,000 per year

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

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

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