Majid – Medium

Feb 1

Generalized Linear Models (GLMs)

In this article, I would like to discuss some behind the scene works of linear regression and logistic regression as two introductory machine learning algorithms. Particularly, the reason we simply call them linear models and how their origins are tied together. For this, we start with the simple recurring regression…

Machine Learning

9 min read

Dec 22, 2021

Linear Regression Review

For some of you, Linear Regression is just a distant memory. For some, it is the gateway to a new wonderland introduced early in your machine learning course. For me, it is supposed to be my bread and butter among other algorithms, however, I find a quick refresher helpful and…

Linear Regression

9 min read

Apr 28, 2021

Laptop Recommendation System

Let's quickly build a baseline laptop recommendation web app! We will create a Flask app with Swagger for the front-end and deploy it on heruko. treat this one as an evening follow along to base your next blockbuster start-up on. Ready!..go... Oh, and before I forget, you can refer to…

Recommender Systems

6 min read

Oct 19, 2020

Accuracy fools you!

It started when I switched tabs to check how Miami Heat was doing against the Lakers. A few turn overs by the Lakers and I switch back to my training notebook when I noticed something weird!!!

Deep Learning

6 min read