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Hadoop Administrator

Hadoop Admin

Table of contents

Day 1

  • Introduction to Big data Hadoop and Hadoop Ecosystems.
  • Cloudera VM installation and demonstration.
  • HDFS
  • Map Reduces and YARN
  • SPARK

Day 2

  • Data ingestions:-
  • Sqoop
  • Flume

Day 3

  • Hadoop security
  • Hadoop Cluster management through cloudera manger
  • Hadoop Monitoring and resource management

Day 4

  • Introduction to Impala
  • Introduction to Hive
  • Data File Formats and Partitioning
  • Hadoop Eco System Components / Services

Day 5

  • Practical
  • Post Assessment Test

Agenda

  • Big Data :

    Big Data Overview

    Characteristics

    Applications & Use Case
  • HDFS :

    Hadoop Distributed File System (HDFS) Overview

    HDFS Architecture

    Data replication

    Node types

    Jobtracker / Tasktracker

    HDFS Data Flows

    HDFS Limitations
  • Hadoop :

    Hadoop Overview

    Inputs & Outputs

    Data Types

    What is MapReduce (MR)

    Example

    Functionalities of MR

    Speculative Execution

    Hadoop Streaming

    Hadoop Job Scheduling
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