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

Aspect Details
Exam Name Databricks Certified Associate Developer for Apache Spark 3.0
Total Time 2 hours
Available Languages English, Japanese, Korean
Passing Marks 70%
Exam Format Multiple-choice questions
Certification Validity 2 years
Prerequisites Understanding of Apache Spark concepts and experience with Spark jobs, DataFrame/Dataset API, and SQL queries

Databricks Certified Associate Developer for Apache Spark 3.0 Exam Topics Breakdown

Domain Percentage Description
Spark Architecture & Basics 15% Understanding Spark architecture, components, and basic concepts like RDDs, transformations, and actions
DataFrame and Dataset API 25% Working with DataFrames and Datasets, including transformations, actions, and SQL queries
Structured Streaming 20% Knowledge of Structured Streaming concepts, operations, and common use cases
Spark SQL and Performance 20% Proficiency in Spark SQL, performance tuning techniques, and optimization strategies
Spark MLlib 10% Familiarity with Spark MLlib for machine learning tasks
Spark GraphX 10% Understanding of Spark GraphX for graph processing

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