Book recommendation: Elements of Computing Systems

3 minute read

Ever since I started transitioning into a “coder” or someone that writes code, there has always been a lingering feeling that I couldn’t shake off. Maybe it’...

How Microsoft does DevOps: Sample implementation

2 minute read

This post will cover an actual implementation sample code for the development workflow covered in the article “How Microsoft develops with DevOps”.

‘Make’ your DevOps life easier

10 minute read

One of the common tasks you need to set up in your CICD pipeline is to assume an AWS role or run some program/scripts /commands such as bash, cloudformation ...

Code anywhere with Github Codespaces

2 minute read

Passed my AWS Solutions Architect Exam!

5 minute read

Rediscovering Fourier

3 minute read

Deriving the Normal Equation from an Optimization perspective

3 minute read

I was watching through the lecture video about Optimization methods taught by Nando de Freitas and learnt something interesting that I’d like to share. Since...

Calculating the Posterior for Bayesian Regression Model (Part 3)

3 minute read

This post seeks to write down the explicit steps and reasoning involved to come up with the posterior representation in a Bayesian Linear Regression model.

Bayesian Regression Model (Part 2)

3 minute read

In part 1 of the Bayesian Regression Model, I covered how the traditional OLS interpretation of regression is obtained. I followed this up with an example of...

Bayesian Regression Model (Part 1)

4 minute read

Ever since I started working in Data Science and delving deeper into Machine learning models, I have had a strong interest in learning about Bayesian models....