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Reference: https://www.cloudera.com/about/training/certification/cdhhdp-certification/cca-spark.html
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Preparation Guide for CCA Spark and Hadoop Developer (CCA175) Exam
Introduction to CCA Spark and Hadoop Developer (CCA175) Exam
Cloudera Certified Advanced Architect- Data Engineer is a certification that will help candidates to become the perfect candidates for the job. This certification will show that you have enough knowledge of Cloudera software, Cloudera management, live data, Hadoop Distributed File Systems, and other technologies to smoothly run your company's data center. Cloudera CCA175 exam dumps exam questions are provided by Cloudera Certified Advanced Architect- Data Engineer practice exam which is the right place for your success. There are many key skills this qualification targets for example deployment across data centers, scalability through data growth, and high availability.
| Section | Weight | Objectives |
|---|---|---|
| Data Ingestion | 20% | - Import/export data between relational databases and HDFS - Ingest data into HDFS using Flume - Ingest data into HDFS using Sqoop |
| Application Configuration and Execution | 10% | - Use Spark Shell (Scala/PySpark) for interactive analysis - Set memory, cores, and execution parameters - Submit Spark applications via spark-submit |
| Transform, Stage, and Store Data | 35% | - Write transformed results back to HDFS - Load data from HDFS into Spark - Read/write various file formats (CSV, JSON, Avro, Parquet, etc.) - Perform ETL operations using Spark API |
| Data Analysis | 35% | - Use Spark SQL and interact with Hive metastore - Join multiple datasets - Perform aggregations and calculations - Create and query temporary views and tables - Filter and sort datasets |
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