CODE: 0A079G
LENGTH: 16 Hours (2 days)
PRICE: £1,300.00
This course provides an introduction to supervised models, unsupervised models, and association models. This is an application-oriented course and examples include predicting whether customers cancel their subscription, predicting property values, segment customers based on usage, and market basket analysis.
Supervised models: Decision trees - CHAID
Supervised models: Decision trees - C&R Tree
Supervised models: Statistical models for continuous targets - Linear regression
Association models: Sequence detection
Supervised models: Black box models - Neural networks
Supervised models:
Unsupervised models: K-Means and Kohonen
Unsupervised models: TwoStep and Anomaly detection
Association models: Apriori
Supervised models: Decision trees - CHAID
Supervised models: Decision trees - C&R Tree
Supervised models: Statistical models for continuous targets - Linear regression
Association models: Sequence detection
Supervised models: Black box models - Neural networks
Supervised models:
Unsupervised models: K-Means and Kohonen
Unsupervised models: TwoStep and Anomaly detection
Association models: Apriori