Week 1: Introduction to Systems
System Analysis and Design
Decision Support Systems (DSS)
Design of Decision Support Systems
Week 2: Rational Decisions using DSS
Introduction to Relational Database
Relating Multiple Databases
Case Study on DSS
Assignment: Practice on DSS Databases
Week 3: Basics of Data Modelling
Models for DSS
Selecting a Right Model
Assignment: Practice on Model Selection
Developing Models for DSS applications
Week 4: Introduction to Big Data
General Applications and Uses
Big Data Analytics (BDA)
Assignment: Additional reading material
Case Study on Retail Industry
Week 5: Credit Modeling
Web Analytics
BDA in Engineering and Manufacturing
Assignment: Additional reading material
Enhancing Quality and Cost Control
Week 6: Improving Forecast Accuracy
Anticipating Demand Changes
Inventory Management
Pricing, Market Basket Analysis
Week 7: Cost Management
Medical Monitors, Targeted Drug Delivery
US BRAIN Initiative
Alzheimer’s and Parkinson’s models
Assignment: Case study on Healthcare BDA
Week 8: Population Health Strategies
BDA in transportation
ATC Management
Flat Tracking, Tyre & Fuel Usage
Assignment: Demonstration using soft tools
Week 9: Buying Power instead of engine (RR Model)
Assignment: Case study on Transportation BDA models
Complaint Redressal
UAVs, Smart Vehicle Integration
Big Data practices in Industry
Week 10: Introduction to Simulation
Discrete Event Simulation
Simulation for Descriptive Analytics
Simulation for Prescriptive Analytics
Week 11: Product Innovation, and Benchmarking
Real-Time Performance Monitoring (Mc Laren)
Assignment: Case study on Manufacturing
BDA and Industry 4.0
Product Lifecycle Management, Managing Innovation
Assignment: Demonstration on PLM software
Week 12: BDA and Healthcare
Reducing reaction time to critical clinical events
Back Testing Analytical Models
Recapitulating the CADSS BDA concept
DOWNLOAD APP
FOLLOW US