Introduction to the Hadoop Ecosystem
Hadoop Overview
Data Storage: HDFS
Workload Management: YARN
Distributed Data Processing: MapReduce, Hive, Spark
Data Ingestion: Sqoop, Flume
Message Broker: Kafka
Hadoop Distributed File System
HDFS Overview
HDFS Architecture
Writing and Reading Files
Reliability and Recovery
Distributed Processing on Hadoop Cluster
The Role of Computational Frameworks
YARN: The Cluster ResourceManager
MapReduce Basics
Spark Basics
Working with YARN
Exploring YARN Applications
YARN applications Logs
Getting Data into HDFS
Ingesting Data with Sqoop
Ingesting Data with Flume
Ingesting Data with Spark
Introduction to Hive
Hive Overview
Hive Architecture
Hive Data Management
Comparing Hive to Relational Databases
Querying with Hive
Hive Optimization
Introduction to Kafka
Kafka Overview
Kafka Architecture
Scaling Kafka
Kafka Command Line Tools
Introduction to Spark
Spark Basics
Working with RDD
Running Spark Applications
Monitoring Spark Applications
Configuring Spark Applications
Parallel Processing in Spark
DataFrames and Spark SQL
DStreams and Spark Streaming

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