# Pattern Recognition WS 20/21

## Watch now: Pattern Recognition: Episode 19 – Rosenblatt Perceptron (WS 20/21)

In this video, we introduce the Rosenblatt Perceptron and perform a convergence analysis. Watch on:FAU TVYouTube

Category: Pattern Recognition WS 20/21

## Watch now: Pattern Recognition: Episode 18 – Norm-dependent Regression (WS 20/21)

In this video, we show the effects of norm-dependent regression. Watch on:FAU TVYouTube

Category: Pattern Recognition WS 20/21

## Watch now: Pattern Recognition: Episode 17 – Norms and Unit Balls (WS 20/21)

In this video, we introduce norms on matrices and vectors and the corresponding unit balls. Watch on:FAU TVYouTube

Category: Pattern Recognition WS 20/21

## Watch now: Pattern Recognition: Episode 16 – Regularized Regression (WS 20/21)

In this video, we introduce basic concepts on how to regularize regression using L2 and L1 norms. Watch on:FAU TVYouTube

Category: Pattern Recognition WS 20/21

## Watch now: Pattern Recognition: Episode 15 – Linear Discriminant Analysis – Examples (WS 20/21)

In this video, we look into some example applications of LDA and PCA. Watch on:FAU TVYouTube

Category: Pattern Recognition WS 20/21

## Watch now: Pattern Recognition: Episode 14 – Linear Discriminant Analysis – Original Formulation (WS 20/21)

In this video, we have a look at the original formulation of LDA as Fisher Transform. Watch on:FAU TVYouTube

Category: Pattern Recognition WS 20/21

## Watch now: Pattern Recognition: Episode 13 – Linear Discriminant Analysis – Rank-Reduced Form (WS 20/21)

In this video, we introduce a rank-reduced version of the LDA. Watch on:FAU TVYouTube

Category: Pattern Recognition WS 20/21

## Watch now: Pattern Recognition: Episode 12 – Discriminant Analysis – Properties (WS 20/21)

In this video, we look into some useful properties of discriminant analyses. Watch on:FAU TVYouTube

Category: Pattern Recognition WS 20/21

## Watch now: Pattern Recognition: Episode 11 – Discriminant Analysis – Concept (WS 20/21)

In this video, we start introducing discriminant transforms and look at their basic concept. Watch on:FAU TVYouTube

Category: Pattern Recognition WS 20/21

## Watch now: Pattern Recognition: Episode 10 – Naive Bayes Classifier (WS 20/21)

In this video, we have a look at the naive Bayes classifier. Watch on:FAU TVYouTube

Category: Pattern Recognition WS 20/21