Lecture 3: Model specification

Kendrick Kay

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Date: 17/04/2012

Lecture Notes


Homework Solutions


1. Correlation is a simple case of model building
2. Overview of model building
3. Supervised vs. unsupervised learning
4. Regression vs. classification
5. Linear models
6. Nonlinear models
7. Linearized models
8. Parametric nonlinear models
9. Nonparametric nonlinear models
10. Summary of model types
11. Matrix representation of linear models

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MATLAB tutorial

Created: Tuesday, April 17th, 2012