Introduction The goal of this post is to briefly explain popular (and unpopular) concepts in Machine Learning, the idea for which stemmed from my travails for finding good quali...

Introduction [Update] Check out refined version of this post on TowardsDataScience. Online shopping is a trend these days as it provides many benefits like convenience, large se...

Introduction In the previous post, we learned about scenarios where Expectation Maximization (EM) algorithm could be useful and a basic outline of the algorithm for inferring th...

Introduction [Update: Refined version of this post is available at Towards Data Science]. To solve any data science problem, first we obtain a dataset, do exploration on it and ...

Introduction This is the second part of the post on SVM where I’ll discuss Soft Margin Formulation and Kernel trick as ways to tackle linear inseparability problem. First part o...

Introduction In this post, you will learn about the basics of Support Vector Machines (SVM), which is a well-regarded supervised machine learning algorithm. This technique needs...

Introduction These days, one of the common features of a good keyboard application is the prediction of upcoming words. These predictions get better and better as you use the ap...