Pattern Recognition

Playlist of my videos on Pattern Recognition

It consists of

1) Bayesian Decision theory

2)Gaussian Distribution (Visualizations)

3)Discriminant Functions

4)Bayesian Parameter Estimation

5)Maximum Likelihood Method

6) Maximum A Posterior Method

7)K-means

8)Gaussian Mixture Models

9)Non Parametric techniques

10)Parzen Windows

11)K-Nearest Neighbors

12)Principal Component Analysis

13)Linear Discriminant Analysis

14)Perceptron

15)Support Vector Machine

16)Intuition to Neural Networks

17)Decision Trees

18)Random forests