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Hadoop for Systems Administrators

Price
1,755 USD
3 Days
OSUN-660
Classroom Training, Online Training
Other

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Course Description

Overview

This Hadoop for Systems Administrators course covers the essentials of deploying and managing an Apache™ Hadoop® cluster. The course is lab intensive with each student creating their own Hadoop cluster using either the CDH (Cloudera's Distribution, including Apache Hadoop) or Hortonworks Data Platform stacks. Core Hadoop services are explored in depth with emphasis on troubleshooting and recovering from common cluster failures.

Supported Distributions: Red Hat Enterprise Linux 7

 

Objectives

Upon completion of the Hadoop for Systems Administrators course, students will be able to:
  • Create Hadoop clusters
  • Troubleshoot and recover cluster failures

Audience

  • System Administrator

Prerequisites

    • Qualified participants should be comfortable with the Linux commands and have some systems administration experience, but do not need previous Hadoop experience

Topics

HADOOP OVERVIEW
  • Data Analysis
  • Big Data
  • Origins of Hadoop
  • Hadoop Marketplace
  • Hadoop Core
  • Hadoop Ecosystem:
  • Hadoop Ecosystem (cont)
  • Hadoop Ecosystem (cont)
  • Hadoop Ecosystem (cont)
  • Hadoop Ecosystem (cont)
  • Cluster Architecture
  • Hardware/Software Requirements
  • Running Commands on Multiple Systems
  • Lab Tasks
    • Running Commands on Multiple Hosts
    • Preparing to Install Hadoop
HDFS
  • Design Goals
  • Design
  • Blocks
  • Block Replication
  • Namenode Daemon
  • Secondary Namenode Daemon
  • Datanode Daemon
  • Accessing HDFS
  • Permissions and Users
  • Adding and Removing Datanodes
  • Balancing
  • Lab Tasks
    • Single Node HDFS
    • Multi-node HDFS
    • Files and HDFS
    • Managing and Maintaining HDFS
YARN
  • YARN Design Goals
  • YARN Architecture
  • Resource Manager
  • Node Manager
  • Containers
  • YARN: Other Important Features
  • Slider
  • Lab Tasks
    • YARN
MAPREDUCE
  • MapReduce
  • Terminology and Data Flow
  • Lab Tasks
    • Mapreduce
INSTALLING HADOOP WITH AMBARI LAB TASKS
  • CDH Uninstall
  • Installing Hadoop with Ambari
  • Tez
DATA INGESTION
  • Sqoop
  • Flume
  • Kafka
  • Lab Tasks
    • Sqoop
DATA LINEAGE AND GOVERNANCE
  • Falcon
  • Atlas
  • Oozie
DATA PROCESSING FRAMEWORKS
  • The Bane of MapReduce
  • Tez overview
  • Pig
  • Hive
  • Spark
  • Storm
  • Solr
  • Solr (cont)
  • Lab Tasks
    • Pig
NOSQL IMPLEMENTATIONS
  • HBase
  • Phoenix
CLUSTER MANAGEMENT
  • Ambari Metrics System (AMS)
  • Zookeeper
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