I have to confess that I spend a lot of time on Youtube. Browsing through Youtube homepage, we can often observe that many of the Youtube videos match ou...
Introduction
A few months ago, I began teaching myself machine learning. While I was feeling confused and didn’t know how to start, I happened to see a Youtube recommend...
As we all know, Gradient Descent method is an essential part in machine learning that is used to optimize the distance between predictions and true values....
Updates: 10/29/2020 - 1. added explanations for the theorem; 2. added more details to MATLAB figure’s captions; 3. added a nicer formal proof
I came across a theorem whe...
