Blogs

Build a neural network for MNIST from scratch

In this blog we are gonna build a neural network to classify handwritten digits from the MNIST dataset using only numpy

Published on 2025-06-10

Build your first Neural Network from scratch

Implement a neural network from scratch, without using any libraries such as PyTorch, TensorFlow, etc.

Published on 2025-05-14

Introduction to Neural Networks

This is an introductory blog to neural networks where I have tried to explain how a Neural Network works and how it was developed.

Published on 2025-04-14

Solving the Problem of Overfitting: Regularisation

Understanding the problem of Overfitting, best methods for resolving and learning about Regularisation and its types

Published on 2025-03-22

Gradient Descent: From Zero to Hero

Understanding Gradient Descent from Basics along with Mathematical Formulas and Visualisation

Published on 2024-02-16

Natural Language Processing with Transformers

Exploring state-of-the-art NLP techniques and model architectures

Published on 2024-03-12

More blogs incoming....

Published on 2025-02-27