AI in Business Optimization Project
Leveraging AI to solve real-world business challenges
About This Project
This project focuses on developing an AI system that automates and optimizes critical business processes such as demand forecasting, customer churn prediction, or inventory management. The system integrates customer segmentation with predictive modeling to provide actionable insights for strategic decision-making. By applying business intelligence methodologies and machine learning algorithms to real business data, the project demonstrates how AI can drive efficiencies, reduce costs, and uncover new opportunities for business growth and optimization.
Core Concepts
- Business process optimization
- Demand forecasting methodologies
- Customer segmentation techniques
- Churn prediction modeling
- Business intelligence integration
- Decision support systems
Key Knowledge/Skills
- Application of ML to business data
- Predictive analytics
- Segmentation techniques
- Business intelligence tools
- Revenue optimization strategies
- Decision support systems
Coursework Covered
AI for Business & Industry