CCA Spark and Hadoop Developer Exam: CCA175 Exam
"CCA Spark and Hadoop Developer Exam", also known as CCA175 exam, is a Cloudera Certification. With the complete collection of questions and answers, Pass4sureCert has assembled to take you through 96 Q&As to your CCA175 Exam preparation. In the CCA175 exam resources, you will cover every field and category in Cloudera Certified Certification helping to ready you for your successful Cloudera Certification.
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How much the Exam Cost of CCA Spark and Hadoop Developer (CCA175) Exam
CCA Spark and Hadoop Developer (CCA175) certification exam cost is US $295.
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Prerequisites of CCA Spark and Hadoop Developer (CCA175) Exam
To be able to get a CCAA certification, a candidate needs to go through a pre-requisite course. There is an online course that takes about 10 hours to complete. This course trains individuals on the following:
- Hadoop Ecosystem, Nodes and Components
- Spark SQL DataFrame Data Modeling and Manipulation using HiveQL
- Java Development Tools for Cloudera Products
Reference: https://www.cloudera.com/about/training/certification/cdhhdp-certification/cca-spark.html
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Cloudera CCA175 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| 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% | - Join multiple datasets - Filter and sort datasets - Create and query temporary views and tables - Use Spark SQL and interact with Hive metastore - Perform aggregations and calculations |
| 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% | - Submit Spark applications via spark-submit - Use Spark Shell (Scala/PySpark) for interactive analysis - Set memory, cores, and execution parameters |
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