Big Data Analytics

Course Overview/Objective

Gain knowledge on this fast-changing technological direction. Big Data Analytics is probably the fastest evolving issue in the IT world now. New tools and algorithms are being created and adopted swiftly. Get insight on what tools, algorithms, and platforms to use on which types of real world use cases.

Requirements

Graduate from any discipline

Course Project
None
Used Tools
None
Course Outline

Introduction to Big Data Analytics

Big Data Platforms

Big Data Storage and Analytics

Big Data Analytics ML Algorithms

Machine Learning, Streams, and Database on Spark

Linked Big Data -- Graph Computing

Linked Big Data -- Graph Analytics

Graphical Models and Bayesian Networks

Big Data Visualization

 Project Proposal Presentations

Mobile Data Analytics

Big Data Analytics Middleware for Cluster and GPU platforms