Exam Code: Associate-Developer-Apache-Spark
Exam Name: Databricks Certified Associate Developer for Apache Spark 3.0 Exam
Certification Provider: Databricks
Corresponding Certification: Databricks Certification
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The cost of the Databricks Associate Developer Apache Spark Exam is 200 USD per attempt.

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

SectionObjectives
Performance and Optimization Basics- Optimization concepts
  • 1. partitioning and shuffling
    • 2. caching and persistence
      Spark SQL- SQL queries in Spark
      • 1. views and tables
        • 2. query optimization basics
          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
                  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

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