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Course Outline
Introduction
- Overview of advanced analytics and data mining
- Overview of CRISP-DM
- Understanding the Modeler user interface
- Understanding the mechanics of building streams
Understanding Data
- Reading data into Modeler
- Measurement levels and field roles
- Using the data audit node
Data Preparation
- Selecting cases
- Reclassifying categorical values
- Using the append node and merge node
- Deriving fields
Modelling
- Overview of modelling
- Using a partition node
- Building a CHAID model
- Model assessment
Evaluation and Deployment
- Using the analysis and evaluation node
- Scoring new data and exporting results
- Using the flat file node
Troubleshooting
Summary and Next Steps
Requirements
- No prior data mining experience required
Audience
- Data analysts
- Anyone interested in learning about SPSS Modeler
14 Hours
Testimonials (2)
Doing Exercise
Joe Pang - Lands Department, Hong Kong
Course - QGIS for Geographic Information System
Hands-on examples allowed us to get an actual feel for how the program works. Good explanations and integration of theoretical concepts and how they relate to practical applications.
