17 February 2024

Blinking LED

My attempt in learning embedded software development

08 February 2024

Ridge Regression

Redoing Ridge Regression from scratch in Python

05 February 2024

Lasso Regression

How to create Lasso Regression and how it can handle multicollinearity

24 December 2023

Logistic Regression

Redoing Logistic Regression from scratch in Python

05 December 2023

Image Compression with SVD

Minimizing the number of singular values used to reconstruct an image

13 June 2023

Pi Value Approximation

A collection of Monte Carlo experiments using Julia

04 April 2022

Stochastic Gradient Descent

Linear Regression + another version of Gradient Descent in Python

03 March 2022

Mini Batch Gradient Descent

Linear Regression + Mini-Batch Gradient Descent in Python

16 February 2022

Batch Gradient Descent

Linear Regression + Batch Gradient Descent in Python

13 February 2022

Mathematics of Gradient Descent

A mathematical adventure into Gradient Descent

01 February 2022

Linear Regression

A gentle introduction to Linear Regression

11 January 2022

Introduction to Gradient Descent Algorithm

It's about to go down! 👇