• Exam Code: CCA175
  • Exam Name: CCA Spark and Hadoop Developer Exam
  • Certification Provider: Cloudera
  • Corresponding Certification:Cloudera Certified
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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:

SectionObjectives
Data Analysis with Hive and Impala- Hive querying
  • 1. HiveQL basics
    • 2. Partitioning and bucketing
      - Impala performance querying
      • 1. Interactive SQL queries
        Data Ingestion and ETL- Data transformation
        • 1. Joining and aggregating data
          • 2. Cleaning and filtering datasets
            - Data ingestion methods
            • 1. Flume and Sqoop concepts
              • 2. Batch ingestion pipelines
                Data Processing with Apache Spark- Spark SQL
                • 1. User-defined functions (UDFs)
                  • 2. Querying structured data
                    - Spark core operations
                    • 1. DataFrame and Dataset APIs
                      • 2. RDD transformations and actions
                        Data Storage and File Systems- HDFS fundamentals
                        • 1. File operations in HDFS
                          • 2. Data replication and blocks
                            - File formats
                            • 1. Parquet and ORC usage
                              • 2. Compression techniques

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