Blog

Jan 15, 2024

Linear Regression: A Mathematical and Practical Guide with NumPy

Learn about the mathematical concepts behind linear regression and how to implement them using NumPy in Python.

Machine Learning

Jan 12, 2024

Gradient Descent: A Step-by-Step Guide to Optimization

Explore the fundamental algorithm powering machine learning and deep learning

Gradient Descent Machine Learning

Nov 20, 2023

Getting Started

A guide on how to use this sveltekit + markdown blog.

SvelteKit

Nov 15, 2023

Integrating Auth.js (NextAuth) and Prisma with SvelteKit

let's see how to integrate Github and Google OAuth authentication using Auth.js (NextAuth) and Prisma with SvelteKit and protected routes and redirects

SvelteKit Prisma

Nov 10, 2023

Dimensionality Reduction using Auto-Encoders

Let's look at how we can perform the dimensionality reduction using the Auto-Encoders using Tensorflow.

Tensorflow Deep Learning