Economics
pierpaolo.battigalli@unibocconi.it
Big or small data are increasingly a fundamental element for a company that wants to increase its competitiveness. One must be able to collect, read, analyze and use them effectively.The Decision Sciences & Business Analytics knowledge group of SDA Bocconi aims to provide the skills necessary to introduce a data culture within a company and decisions made based on empirical evidence and measurable results. Data becomes a strategic element of success.
The primary knowledge areas offered are:
- Big Data Analytics, Visualization and Judgment
- Scorecards and dashboards
- Machine Learning
- Classification, forecasting and segmentation models
- Predictive models and dependency analysis
- Models with structural equations
- Time series modeling and forecasting (basic and advanced)
- Quantitative market research
- Setting the sampling plan
- Parametric and nonparametric tests
- Product association for Cross-selling and Up-selling
- Scoring and Fraud Detection
- HR Analytics
- Predictive Maintenance models
- Quantitative models for corporate finance
- Simulation models
- Monte Carlo simulation
- Risk Analysis
- Decision making under uncertainty
- Scenario and decision analysis
- Multi-criteria models and analysis
Knowledge Groups faculty
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