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CABDE - Certified Associate Big Data Engineer
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Unit 1: Introduction to Big Data and Hadoop Ecosystem
Introduction to big data
Section overview of the Hadoop Ecosystem
Understanding MapReduce
Unit 2: HDFS and MapReduce Concepts
Hadoop Distributed File System
MapReduce Paradigm
Hands-on tutorials and practicals
Unit 3: Hadoop Components and Ecosystems
YARN and Hadoop Cluster Configuration
Introduction to Ambari and Cloudera Management
Introduction to Spark and DataFrames
Unit 4: Apache Hive and HiveQL
Introduction and architecture of Apache Hive
The Hive Metastore
HiveQL and query examples
Unit 5: Apache Pig and PigLatin
Introduction and architecture of Apache Pig
Development of ETL pipeline using Pig
PigLatin and UDF examples
Unit 6: Apache Spark and RDD
Introduction and overview of Apache Spark
Resilient Distributed Datasets (RDDs)
Tutorials and practicals on implementing Spark
Unit 7: Data Ingestion Techniques
Introduction to data ingestion
Hadoop Streaming for Ingestion
Apache Kafka and Flume
Unit 8: Data Storage and Retrieval Techniques
Introduction to data storage
Apache HBase and its applications
Cassandra Introduction and Configuration
Unit 9: Data Processing Techniques
Introduction to data processing
Apache storm and techniques
Apache Flink and its applications
Unit 10: Data Analysis and Visualization Techniques
Introduction to Data Analysis
Data Cleaning and Transformation Techniques
Statistical Analysis Techniques
Unit 11: Project Implementation
Project ideas
Implementation techniques
Assistance with the project
Unit 12: Capstone Project
A hands-on project for the certification
Real-time Big Data processing
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CABDE - Certified Associate Big Data Engineer
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CABDE - Certified Associate Big Data Engineer
Summary
CABDE - Certified Associate Big Data Engineer
Skill Level
:
Beginner