Foundation Courses

• Probability and Statistics using R

• Introduction to Python. 

• Math Boot Camp.

Core Modules

• Data Collection & Pre-Processing.

• Statistical Analysis 1.

• Business Communication.

• Big Data Management.

• Data Visualization.

• Optimization.

• Introduction to Text Analytics.

 

Advanced Modules

• Machine Learning: Unsupervised Learning 1.

• Statistical Analysis 2.

• Machine Learning: Unsupervised Learning 2.

• Machine Learning: Supervised Learning 1.

• Advanced Optimization and Simulation.

• Statistical Analysis 3.

• Deep Learning.

• Forecasting Analytics.

• Machine Learning: Supervised Learning 2.

• Natural Language Processing.

• Big Data & Cloud Computing.

• Network & Graph Analytics.

 

 

Application Modules

• Digital Media Analytics.

• Supply Chain Analytics.

• Marketing Analytics.

• Applications of AI.

• Pricing & Retail Analytics.

• Financial Analytics.

 

Contemporary Modules (across terms)

• Contemporary Topics 1.

• Contemporary Topics 2.

Experiential Learning Modules

• Foundational Project 1

• Foundational Project 2

• Capstone Project.