Big Data Technologies and Applications

Course Objectives

1. Improve big data technology utilization skills
2. Developing a strong understanding for the necessity and implementation of big data
   technologies
3. Understanding the benefits of using big data technologies for the enterprise performance
4. Strengthening the role of big data technologies and applications in business intelligence and
   management.

Topics

• Big Data Processing Ecosystem and Hadoop Fundamentals
• Overview of MapReduce Framework
• Hadoop Projects and Case Studies
• Introduction to Data Analysis with Apache Spark
• Spark Programming Model with RDD
• Running Spark Applications on Hadoop
• Spark SQL
• Spark Streaming
• Machine Learning with Spark MLlib
• Advanced Analytics Applications with Spark
• Anaysis of real world applications