In the previous post, we have walked through the process of fitting a straight line or a polynomial line using linear regression on continues data. But, what if the output we are trying to predict is a discrete value. For example what if we are supposed to model a logical AND gate?! In this case the…
Implementing a real-life example of things that I’m trying to comprehend, is the most exciting part of the learning process for me. It gives me a chance to encounter with dark corners and pitfalls. Accordingly, I’m going to briefly write up about a recent project I have done on simple audio classification using machine learning.…
I have decided to start a series of blog posts to build common machine learning algorithms from scratch inorder to clarify these methods for myself and make sure I deeply understand the mechanics behind each of them.