11.711 Data Mining and Predictive Analytics
- Duration: 16 hours
- Education Passes: Architect Pass , Analyst Pass
Develop predictive models and reports by leveraging native algorithms or by importing models from third-party data mining vendors like R and PMML, in hands-on exercises using MicroStrategy Developer. Learn data mining best practices.
Products Covered
- MicroStrategy Data Mining functionality in MicroStrategy Developer
Skills Gained
- Predictive modeling
- Forecasting
- Trend analysis
- Regression analysis
- Clustering and pattern analysis
- Market basket analysis
- R script integration
- Predictive Model Markup Language (PMML) integration
- Data classification
- Time series analysis
- Decision tree analysis
Topics Covered
- Data mining and predictive analytics overview
- Data mining models and techniques
- Using data mining models with MicroStrategy
- Forecasting
- Classification
- Association
- Clustering