Course Content
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Introduction to Big Data & Hadoop
- Data Explosion
- What is Big Data?
- Types of Data
- Need for Big Data
- Characteristics of Big Data
- Big Data – Capabilities
- Big Data—Use Cases
- Traditional Data Warehouse – Definition
- Traditional Data Warehouse – Limitations
- Introduction to Hadoop
- Hadoop Key Characteristics
- History and Milestones of Hadoop
- Hadoop Ecosystem
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Hadoop Architecture
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Hadoop cluster
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HDFS
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Mapreduce
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Overview of Mapreduce & Yarn
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PIG
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Hive
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Hbase
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Sqoop & Flume
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Apache Spark
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Hadoop Data Types