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Objective of CCA Spark and Hadoop Developer (CCA175) Exam
Cloudera Certified Advanced Architect- Data Engineer (CCA175) is Cloudera's first certification to apply Spark and Hadoop to Java development. After the application of the certification, the technology will be applied to other Cloudera products besides big data. Content of Cloudera Certified Advanced Architect- Data Engineer (CCA175) certification is high level of expertise in Apache Spark and data processing. Change in IT requirements has made it necessary for your success in Cloudera Certified Advanced Architect- Data Engineer. We have designed the CCA Spark and Hadoop Developer (CCA175) questions with your success in mind. The certification exam is based on Cloudera technologies. Updates in the technology and trends and high level of expertise in the industry make it necessary for your success in Cloudera Certified Advanced Architect- Data Engineer exam. We have designed CCA Spark and Hadoop Developer (CCA175) questions with your success in mind.
Certificate for CCA Spark and Hadoop Developer (CCA175) will be awarded for the proven skills in Spark, Java, and Java MapReduce. Scored by Cloudera, the exam will be based on Apache Spark with programming in Java. Preparing for CCA175 exam will take you one step closer to achieving your goals. The CCA175 exam is based on experience in Apache Spark. Specialized skills in the AWS infrastructure will be tested by CCA175 exam questions. Tables and columns data structures, JavaScript, and functional programming will be tested by CCA175 exam questions.
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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:
| Section | Objectives |
| Data Analysis with Hive and Impala | - Impala performance querying
- 1. Interactive SQL queries
- Hive querying
- 1. Partitioning and bucketing
- 2. HiveQL basics
|
| Data Processing with Apache Spark | - Spark core operations
- 1. DataFrame and Dataset APIs
- 2. RDD transformations and actions
- Spark SQL
- 1. User-defined functions (UDFs)
- 2. Querying structured data
|
| Data Ingestion and ETL | - Data ingestion methods
- 1. Flume and Sqoop concepts
- 2. Batch ingestion pipelines
- Data transformation
- 1. Cleaning and filtering datasets
- 2. Joining and aggregating data
|
| Data Storage and File Systems | - HDFS fundamentals
- 1. File operations in HDFS
- 2. Data replication and blocks
- File formats
- 1. Compression techniques
- 2. Parquet and ORC usage
|