Week - 1 |
What is business analytics: Terminology, relation between business analytics and business intelligence |
Week - 2 |
Relation between business analytics and decision making processes |
Week - 3 |
Usage of information technologies in business analytics |
Week - 4 |
Usage of data base management systems in business analytics |
Week - 5 |
Descriptive analytics: Explanatory data analysis and visualization |
Week - 6 |
Descriptive analytics: Explanatory data analysis and visualization: Case Study |
Week - 7 |
Predictive analytics: Logic-driven models, Data-driven models |
Week - 8 |
Predictive analytics: Data mining |
Week - 9 |
Predictive analytics: Supervised statistical learning |
Week - 10 |
Predictive analytics: Unsupervised statistical learning |
Week - 11 |
Predictive analytics: Case Study |
Week - 12 |
Prescriptive Analytics: Linear and Nonlinear optimization |
Week - 13 |
Prescriptive Analytics: Linear and Nonlinear optimization |
Week - 14 |
Prescriptive Analytics: Case study. |