Mastering Big Data and Hadoop from Scratch Video Course

Curriculum For This Course

• 1. Introduction to Big Data and Hadoop 9 Videos 00:26:14
  • What is Big Data? 05:23
  • Classification of Big Data. 01:23
  • Characteristics of Big Data. 00:43
  • Challenges Associated with Big Data. 00:46
  • Traditional Approach of Storing and Processing Big Data. 02:03
  • What is Hadoop? 02:39
  • Features of Hadoop. 06:05
  • How Hadoop Works? 03:18
  • What is Hadoop EcoSystem? 02:25
• 2. Exploring HDFS 8 Videos 00:21:20
  • What is HDFS? 02:51
  • HDFS Daemons: NameNode and DataNode Explained. 03:08
  • HDFS Daemons: Secondary NameNode Explained. 02:13
  • How HDFS Manages FileSystem MetaData? 02:12
  • Reading Data from HDFS. 02:48
  • Writing Data to HDFS. 03:08
  • What is Rack Awareness? 02:08
  • NameNode Federation Explained. 01:33
• 3. Exploring MapReduce 3 Videos 00:07:05
  • What is MapReduce? 00:49
  • MapReduce Daemons JobTracker and TaskTracker Explained. 03:52
  • What is YARN? 01:56
• 4. Understanding MapReduce Programming Framework 3 Videos 00:08:01
  • How MapReduce Works? 01:09
  • What is Key / Value Pair? 01:18
  • Hadoop Java API’s Explained. 05:05
• 5. Installing a Single Node, Pseudo Hadoop Cluster on a Local Machine 7 Videos 00:46:42
  • Understanding Hadoop Operating Modes. 01:59
  • Creating a Virtual Machine in VMWare. 03:28
  • Downloading Linux. 01:46
  • Installing Linux. 16:53
  • Configuring Linux. 07:03
  • Downloading and Installing Hadoop. 04:31
  • Configuring Hadoop and Starting Up the Hadoop Cluster. 09:53
• 6. Installing a Multi Node, Fully Distributed, Hadoop Cluster on a Local Machine 4 Videos 00:32:33
  • Setting up a MultiNode Apache Hadoop Cluster on Local Machine Part 1 06:44
  • Setting up a MultiNode Apache Hadoop Cluster on Local Machine Part 2 03:41
  • Setting up a MultiNode Apache Hadoop Cluster on Local Machine Part 3 09:00
  • Setting up a MultiNode Apache Hadoop Cluster on Local Machine Part 4 12:29
• 7. Amazon EC2 Basics 1 Videos 00:10:48
  • Setting Up and Connecting to an Amazon EC2 Instance. 10:15
• 8. Maintaining a Hadoop Cluster 13 Videos 01:07:30
  • Finding Data for Practice. 05:28
  • Starting and Stopping Hadoop Daemons. 08:35
  • Adding a Node to the Cluster. 12:50
  • Removing a Node from the Cluster. 02:42
  • Checking the Hadoop Distributed File System. 02:50
  • Exploring Commands in Hadoop. 04:51
  • Adding a TaskTracker. 12:50
  • Removing a TaskTracker. 02:42
  • Importing Data into HDFS. 01:48
  • Exporting Data out of HDFS. 02:04
  • Copying Data Using DistCP. 02:48
  • Balancing a DataNode. 03:35
  • Turning On & Turning Off SafeMode. 02:28
• 9. Programming with MapReduce 1 Videos 00:02:56
  • Setting Up Development Environment. 02:47