- Introduction to clustering and association modeling
- Clustering models and K-Means clustering
- Clustering using the Kohonen network
- Clustering using TwoStep clustering
- Use Apriori to generate association rules
- Use advanced options in Apriori
- Sequence detection
- Advanced Sequence detection
A: Examine learning rate in Kohonen networks (Optional
- Understand how a Kohonen neural network learns
B: Association using the Carma model (Optional)
- Review association rules
- Identify the Carma model
- Identify the Carma node
- Model associations and generate rules using Carma
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