This Edureka Big Data & Hadoop Full Course video will help you understand and learn Hadoop concepts in detail. This Big Data & Hadoop Tutorial is ideal for both beginners as well as professionals who want to master the Hadoop Ecosystem. Below are the topics covered in this Big Data & Hadoop Tutorial for Beginners video:
- 00:00 Agenda
- 2:37 Introduction to Big Data
- 8:22 What is Big Data?
- 9:32 5 V’s of Big Data
- 15:02 Big Data as an Opportunity
- 18:27 IBM Big Data Analytics Use-Case
- 24:38 Big Data Analytics & Use-Case
- 32:43 What is Big Data Analytics?
- 33:28 Stages of Big Data Analytics
- 34:33 Types of Big Data Analytics
- 39:53 Big Data Analytics in Different Domains
- 46:38 Problems with Big Data: Restaurant Analogy
- 54:53 Apache Hadoop
- 56:18 Hadoop Master-Slave Architecture
- 1:00:38 HDFS
- 1:01:03 NameNode & DataNode
- 1:02:33 Secondary Namenode & Checkpointing
- 1:06:18 HDFS Data Blocks
- 1:11:18 HDFS Replication
- 1:12:48 HDFS Read/Write Mechanism
- 1:20:43 MapReduce
- 1:24:33 What is MapReduce?
- 1:25:43 MapReduce Word Count Program
- 1:42:13 YARN
- 1:43:38 MapReduce Job Workflow
- 1:47:28 YARN Architecture
- 1:48:33 Hadoop Architecture
- 1:49:38 Hadoop Ecosystem
- 1:50:53 Hadoop Cluster Mode
- 1:52:33 Hadoop Ecosystem
- 1:55:38 Hadoop Installation
- 2:08:03 MapReduce Examples
- 2:08:08 Weather Data Set Analysis
- 2:16:23 MapReduce Last.FM Example
- 2:24:13 Apache Sqoop Tutorial
- 2:26:03 What is Sqoop?
- 2:27:33 Features of Sqoop
- 2:28:43 Sqoop Architecture
- 2:30:48 Import Sqoop Command
- 2:38:23 Export Sqoop Command
- 2:40:03 List Database Command
- 2:42:28 Apache Flume Tutorial
- 2:45:18 Flume Architecture
- 2:46:58 Flume Twitter Streaming
- 2:52:23 Apache Pig Tutorial
- 2:55:18 Pig vs MapReduce
- 2:58:23 Twitter Case Study
- 3:04:48 Pig Architecture
- 3:05:48 Pig Components
- 3:09:38 Pig Data Models
- 3:14:33 Pig Commands
- 3:27:33 Apache Hive Tutorial
- 3:40:43 What is Hive?
- 3:43:23 PigLatin Vs HiveQL
- 3:47:09 Hive Architecture
- 3:50:19 Hive Components
- 3:51:24 Metastore
- 3:55:44 Hive Commands
- 3:56:44 Hive Setup
- 4:01:04 Type Systems
- 4:02:54 Hive Data Models
- 4:46:54 Hive Partitioning
- 4:56:44 Bucketing in Hive
- 5:44:19 External Table
- 5:48:49 Apache HBase Tutorial
- 6:13:05 Types of NoSQL Databases
- 6:21:36 History if HBase
- 6:23:06 HBase vs RDBMS
- 6:27:56 Uses of HBase
- 6:31:46 Companies Using HBase
- 6:41:03 HBase Operation
- 6:51:28 HBase Shell
- 7:16:38 Single Map
- 7:17:23 Multidimensional Map
- 7:18:03 Multidimensional Columns
- 7:20:33 Row vs Column Oriented Databases
- 7:22:33 HBase Data Models
- 7:25:03 HBase Physical Storage
- 7:28:43 HBase Architecture
- 7:30:48 HBase Components
- 7:31:04 HBase Read Write Mechanism
- 7:40:49 Compaction in HBase
- 7:41:49 HBase Shell
- 7:42:09 HBase Client API
- 7:42:24 Hadoop E-Commerce Projects
- 7:58:24 Distributed Cache
- 8:00:14 Code Sections
- 8:17:44 How to Become a Big Data Engineer?
- 8:18:24 Who is a Big Data Engineer?
- 8:19:14 Big Data Engineer Responsibilities
- 8:24:49 Big Data Engineer Skills
- 8:32:44 Big Data Engineer Learning Path
- 8:36:19 Big Data & Hadoop Interview Questions
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