Deep Learning – Introduction

What is this mythical beast I keep hearing about? Today, Deep Learning is a buzzword for a well deserved reason. Let's do a deep dive into this subject and slay this beast. Deep Learning What is this mythical beast I…

Continue Reading Deep Learning – Introduction

UMAP

Dimensionality Reduction Before we discuss this new and exciting development in dimension reduction techniques (UMAP), we need to know what are the reasons to use dimension reduction and the different techniques available in the data science arsenal. Please have a…

Continue Reading UMAP

PCA

Dimension Reduction Before we discuss one of the most popular dimension reduction techniques (PCA), we need to know what are the reasons to use dimension reduction and the different techniques available in the data science arsenal. Please have a look…

Continue Reading PCA

Dimension Reduction

What is Dimension Reduction? More importantly why do I need it? Before we get into the different types of dimension reduction techniques, let's build some understanding regarding the need. I was working on a Kaggle data set which had over…

Continue Reading Dimension Reduction