Understanding Dimensionality reduction

An attempt to capture the essence of dimensionality reduction.

Understanding XgBoost, A Simple Approach

A simple and direct approach to understanding XgBoost. Any Additions to the material is Welcome!

Getting started in big tech – Amazon

I am two months into my new job, moving away from sciences to software engineering as a Software Engineer at Amazon. So many new challenges, fun moments and subtle differences, all and more in this week's article on "how to survive your first month at Amazon", just kidding, but it could well be the realities...

Linearity test your data- [Short Post]

Often times the choosing a simpler model makes it easier to debug and interpret, but not always are we looking at a straight forward metric that helps us make that decision. Linear models have a clear outline on how to interpret them, which is something we trade off over a more complex model (not necessarily,...