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Change Password2022.711 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. Explore machine learning using the mstrio library and Python
Products Covered
- MicroStrategy Data Mining functionality in MicroStrategy Developer
Skills Gained
- Predictive modeling
- Predictive Model Markup Language (PMML) integration
- Regression analysis
- Classification analysis
- Market basket analysis
- Cluster analysis
- Training a machine learning model
Topics Covered
- Data mining and predictive analytics overview
- Data mining workflow
- Integrating data mining across tools
- Forecasting
- Classification
- Association
- Clustering
- Machine learning