The Big Data foundation course provides students with an understanding of Big Data, potential data sources that can be used for solving real business problems, and an overview of data mining and the tools used in it. This is a fundamental course with practical exercises designed to provide students with hands-on experience in using two of the most popular technologies in Big Data processing Hadoop and MongoDB. You will get the opportunity to practice installing these two technologies through lab exercises. The exercises expose you to real-life Big Data technologies with the purpose of obtaining results from real datasets from Twitter. After completing the course, you will be equipped not only with fundamental Big Data knowledge, but will also be introduced to a working development environment containing Hadoop and MongoDB, installed by yourself. This practical knowledge can be used as a starting point in the organizational Big Data journey.
 

Upon completion of the Big Data Foundation course, students will be able to:

• Explain Big Data, its origin, and its characteristics.
• Discuss about the tools applicable to Big Data processing.
• Explain data mining.
• Discuss the popular Big Data technologies Hadoop and MongoDB.
• Discuss the Big Data projects and the main players involved.
• Identify and obtain relevant datasets when looking at a business problem.
• Install and manage Big Data processing environments based on Hadoop or MongoDB at a departmental level.

Course Introduction

• Let's Get to Know Each Other
• Course Learning Objectives
• Course Agenda
• Activities
• Exam
• Course Book
• CCC Accreditor of the Course
• Certification Value

Big Data Fundamentals

• Overview
• Big Data History, Overview and Characteristics
• Big Data Technologies Overview
• Big Data Success Stories
• Big Data Privacy and Ethics
• Big Data Projects

Big Data Sources

• Enterprise Data Sources 30
• Social Media Data Sources 34
• Public Data Sources

Data Mining: Concepts and Tools

• Data Mining Introduction
• Data Mining Tools

Big Data Technologies Hadoop

• Hadoop Fundamentals
• Install and Configure
• MapReduce
• Data Processing with Hadoop

Big Data Technologies MongoDB

• MongoDB Fundamentals
• Install and Configure
• Document Databases
• Data Modeling with Document Databases

This course is best suited to Information Technology professionals who possess intermediate to advanced programming, system administration, or relational database skills and are looking to move into the area of Big Data. These include:

• Software Engineers
• Application Developers
• IT Architects
• System administrators

The course can also be of benefit to other professionals, such as business analytics and research analytics, who possess strong Information Technology skills and have a deep interest in Big Data analytics and the benefits it can bring to an organization.
 

No certification available.

None