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It's Your Data, Master It.
Data Ingestion and ETL with Apache Hadoop
Overview
Skills Needed
Learn data ingestion and ETL techniques with Apache Hadoop. Explore Sqoop for relational data import, Flume for streaming data ingestions, and other ETL tools with Hadoop.
Basic knowledge of Hadoop ecosystem components
Outline
Introduction to Data Ingestion and ETL
Relational Data Import with Sqoop
Streaming Data Ingestion with Flume
Batch Data Loading Techniques
ETL Pipelines with Apache NiFi
Data Import from Cloud Storage
Real-time Data Processing with Kafka
Data Transformation and Cleansing
Error Handling in ETL Workflows
Best Practices for Data Ingestion and ETL with Hadoop
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