Mastering Big Data and Hadoop from Scratch

Mastering Big Data and Hadoop from Scratch

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Introduction to Big Data and Hadoop

  • 1. What is Big Data?
    5m 23s
  • 2. Classification of Big Data.
    1m 23s
  • 3. Characteristics of Big Data.
    43s
  • 4. Challenges Associated with Big Data.
    46s
  • 5. Traditional Approach of Storing and Processing Big Data.
    2m 3s
  • 6. What is Hadoop?
    2m 39s
  • 7. Features of Hadoop.
    6m 5s
  • 8. How Hadoop Works?
    3m 18s
  • 9. What is Hadoop EcoSystem?
    2m 25s

Exploring HDFS

  • 1. What is HDFS?
    2m 51s
  • 2. HDFS Daemons: NameNode and DataNode Explained.
    3m 8s
  • 3. HDFS Daemons: Secondary NameNode Explained.
    2m 13s
  • 4. How HDFS Manages FileSystem MetaData?
    2m 12s
  • 5. Reading Data from HDFS.
    2m 48s
  • 6. Writing Data to HDFS.
    3m 8s
  • 7. What is Rack Awareness?
    2m 8s
  • 8. NameNode Federation Explained.
    1m 33s

Exploring MapReduce

  • 1. What is MapReduce?
    49s
  • 2. MapReduce Daemons JobTracker and TaskTracker Explained.
    3m 52s
  • 3. What is YARN?
    1m 56s

Understanding MapReduce Programming Framework

  • 1. How MapReduce Works?
    1m 9s
  • 2. What is Key / Value Pair?
    1m 18s
  • 3. Hadoop Java API’s Explained.
    5m 5s

Installing a Single Node, Pseudo Hadoop Cluster on a Local Machine

  • 1. Understanding Hadoop Operating Modes.
    1m 59s
  • 2. Creating a Virtual Machine in VMWare.
    3m 28s
  • 3. Downloading Linux.
    1m 46s
  • 4. Installing Linux.
    16m 53s
  • 5. Configuring Linux.
    7m 3s
  • 6. Downloading and Installing Hadoop.
    4m 31s
  • 7. Configuring Hadoop and Starting Up the Hadoop Cluster.
    9m 53s

Installing a Multi Node, Fully Distributed, Hadoop Cluster on a Local Machine

  • 1. Setting up a MultiNode Apache Hadoop Cluster on Local Machine Part 1
    6m 44s
  • 2. Setting up a MultiNode Apache Hadoop Cluster on Local Machine Part 2
    3m 41s
  • 3. Setting up a MultiNode Apache Hadoop Cluster on Local Machine Part 3
    9m
  • 4. Setting up a MultiNode Apache Hadoop Cluster on Local Machine Part 4
    12m 29s

Amazon EC2 Basics

  • 1. Setting Up and Connecting to an Amazon EC2 Instance.
    10m 15s

Maintaining a Hadoop Cluster

  • 1. Finding Data for Practice.
    5m 28s
  • 2. Starting and Stopping Hadoop Daemons.
    8m 35s
  • 3. Adding a Node to the Cluster.
    12m 50s
  • 4. Removing a Node from the Cluster.
    2m 42s
  • 5. Checking the Hadoop Distributed File System.
    2m 50s
  • 6. Exploring Commands in Hadoop.
    4m 51s
  • 7. Adding a TaskTracker.
    12m 50s
  • 8. Removing a TaskTracker.
    2m 42s
  • 9. Importing Data into HDFS.
    1m 48s
  • 10. Exporting Data out of HDFS.
    2m 4s
  • 11. Copying Data Using DistCP.
    2m 48s
  • 12. Balancing a DataNode.
    3m 35s
  • 13. Turning On & Turning Off SafeMode.
    2m 28s

Programming with MapReduce

  • 1. Setting Up Development Environment.
    2m 47s
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