Pattern Recognition

Learning Outcomes of the Course Unit

1) Explain the basics of supervised and unsupervised learning.
2) Describe parametric classification methods.
3) Apply parametric classification methods.
4) Interpret non-parametric classification methods.
5) Exploit non-parametric classification methods.
6) Perform classification in multivariate case.
7) Explain the necessity of dimensionality reduction.
8) Idntify the basics of clustering and the most known clustering methods.