# Tag: Linear Discriminant Analysis (3)

**What Is Dimension Reduction In Data Science?** - Jan 31, 2019.

An extensive introduction into Dimension Reduction, including a look at some of the different techniques, linear discriminant analysis, principal component analysis, kernel principal component analysis, and more.

Tags: Data Science, Dimensionality Reduction, Linear Discriminant Analysis, Principal component analysis

**The Development of Classification as a Learning Machine** - Apr 29, 2016.

An explanation of how classification developed as a learning machine, from LDA to the perceptron, on to logistic regression, and through to support vector machines.

Tags: Classification, Linear Discriminant Analysis, Logistic Regression, Perceptron

**How to reduce Data Hoarding, get Better Visualizations and Decisions** - May 21, 2015.

Creating a hodge-podge of pretty pictures of every datapoint is a guaranteed way to destroy the value of a visualization. We examine how to reduce such data hoarding and improve decisions.

**Pages:** 1 2 3

Tags: Alex Jones, Dashboard, Data Visualization, Linear Discriminant Analysis, PCA