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Cloudera CCA175 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Data Ingestion20%- Import/export data between relational databases and HDFS
- Ingest data into HDFS using Flume
- Ingest data into HDFS using Sqoop
Topic 2: Data Analysis35%- Join multiple datasets
- Use Spark SQL and interact with Hive metastore
- Filter and sort datasets
- Create and query temporary views and tables
- Perform aggregations and calculations
Topic 3: Application Configuration and Execution10%- Submit Spark applications via spark-submit
- Use Spark Shell (Scala/PySpark) for interactive analysis
- Set memory, cores, and execution parameters
Topic 4: Transform, Stage, and Store Data35%- Read/write various file formats (CSV, JSON, Avro, Parquet, etc.)
- Write transformed results back to HDFS
- Load data from HDFS into Spark
- Perform ETL operations using Spark API

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