Data Modeling for Hadoop E-Learning

Order this unique E-Learning Data Modeling for Hadoop course online, 1 year 24/7 access to rich interactive videos, voice, progress monitoring through reports and tests per chapter to directly test the knowledge.

Today, the size, complexity, and the rate of growth of the data that organizations handle have reached the point that is beyond traditional processing and analytical tools. Hadoop is an open-source software framework that enables organizations to process and analyze high-volume, high-velocity, and high-variety information assets; that is to leverage the opportunities provided by big data. This path will introduce Hadoop, key tools, and their application, as well as data modeling concepts at the beginner to intermediate level to a wide variety of business and technical users at all levels in the organization. The training delivers a description of key concepts and demonstrations.

Course content

Introduction to Hadoop

Course: 25 Minutes

• Course Introduction
• What is Big Data and Its Applications?
• Big Data Platforms
• What is Hadoop?
• Virtual Machine Setup
• Install Linux

UNIX and JAVA Modeling

Course: 5 Minutes

• UNIX Commands

Hadoop Data Internals and Interactions

Course: 17 Minutes

• Hadoop Deployment
• Internals of HDFS
• Read/Write Processes in HDFS
• HDFS Commands

MapReduce and YARN

Course: 17 Minutes

• What is YARN?
• What is MapReduce?
• MapReduce Examples
• Java MapReduce

Ecosystem and Data Type Handlings

Course: 23 Minutes

• Hadoop Ecosystem (Pig, HIVE, HBase)
• Hadoop Ecosystem (Sqoop, Flume, Mahout, Oozie)
• Hadoop Data Type
• Hadoop Distributions
• Features of Hadoop Application

Practice: Practice Filtering in Hadoop

Course: 2 Minutes

• Exercise: Practice Filtering in Hadoop

Big Data Designing and Modeling

Course: 1 Hour, 6 Minutes

• Course Introduction
• What is Data Management?
• Introduction to Data Modeling in Hadoop
• Hadoop Data Storage Options
• HDFS Schema Design
• HBase Schema Design
• Introduction to Data Movement in Hadoop
• Data Ingestion Considerations in Hadoop
• Data Ingestion Options in Hadoop
• What is a Data Stream?
• What is a Data Lake?
• Introduction to Data Security Management
• What is Kerberos?
• Hadoop and Kerberos
• Data Warehousing with Hadoop

Practice: Key Features of Data Modeling

Course: 1 Minute

• Exercise: Data Modeling in Hadoop