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Difficulty in Writing CCA Spark and Hadoop Developer (CCA175) Exam

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Reference: https://www.cloudera.com/about/training/certification/cdhhdp-certification/cca-spark.html

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What are the steps involved in taking the CCA Spark and Hadoop Developer (CCA175) Exam

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Cloudera CCA175 Exam Syllabus Topics:

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

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