Summary   Let's break down Principal Component Analysis (PCA) into a simple story and provide three real-life examples of how it can be used. Imagine you have a large collection of different types of fruits, such as apples, oranges, and bananas. Each fruit has various characteristics like...

Summary   Let's break down t-SNE (t-distributed Stochastic Neighbor Embedding) and explain it through a simple story, followed by three real-life examples of how it can be used. Imagine you have a large collection of different colored marbles, and each color represents a unique...

Summary Let's break down the concept of Kullback-Leibler (KL) Divergence into a simple story and provide some real-life examples to help understand its application. Imagine you have two friends, Alice and Bob, who both love to bake cookies. Alice has a secret recipe that she claims makes the...