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Reference: https://www.cloudera.com/about/training/certification/cdhhdp-certification/cca-spark.html
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Cloudera CCA175 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Data Analysis with Spark | - Filter, aggregate, join, rank, and sort datasets - Use Spark SQL to interact with the metastore - Generate reports by querying loaded data |
| Topic 2: Transform, Stage, and Store Data | - Perform standard ETL processes using the Spark API - Write results back into HDFS using Spark - Load data from HDFS for use in Spark applications |
| Topic 3: Configuration and Environment | - Supply command-line options to change application configuration - Familiarity with Spark runtime settings and memory options |

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