Exam Name: CCA Spark and Hadoop Developer Exam
Certification Provider: Cloudera
Corresponding Certification: Cloudera Certified
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How to Prepare For CCA Spark and Hadoop Developer (CCA175) Exam
Preparation Guide for CCA Spark and Hadoop Developer (CCA175) Exam
Introduction to CCA Spark and Hadoop Developer (CCA175) Exam
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Reference: https://www.cloudera.com/about/training/certification/cdhhdp-certification/cca-spark.html
Cloudera CCA175 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Application Configuration and Execution | 10% | - Set memory, cores, and execution parameters - Submit Spark applications via spark-submit - Use Spark Shell (Scala/PySpark) for interactive analysis |
| Topic 2: Transform, Stage, and Store Data | 35% | - Read/write various file formats (CSV, JSON, Avro, Parquet, etc.) - Perform ETL operations using Spark API - Load data from HDFS into Spark - Write transformed results back to HDFS |
| Topic 3: Data Analysis | 35% | - Perform aggregations and calculations - Use Spark SQL and interact with Hive metastore - Join multiple datasets - Create and query temporary views and tables - Filter and sort datasets |
| Topic 4: Data Ingestion | 20% | - Import/export data between relational databases and HDFS - Ingest data into HDFS using Sqoop - Ingest data into HDFS using Flume |
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