Prompt Engineering
Zero-Shot vs One-Shot vs Few-Shot Prompting
Zero-shot, one-shot, and few-shot prompting explained in simple English. When to use each, and why extra examples can bias the answer on smaller models.
Sep 13, 2026·12 min read
Articles
Every published piece — standalone or in a course.
Computer Vision
Thresholding in Image Processing: Understanding Global, Otsu and Adaptive Methods
Whenever you take a photo of a document or scan a piece of paper, the image almost always contains more than just the text you want. There are shadows from your hand, uneven lighting from the room, wrinkles on the…
Nov 28, 2025·10 min read
Computer Vision
Introduction to Computer Vision: How Machines Learn to See
Computer vision is the field of making machines understand the world through images and videos, just like we humans do with our eyes and brain. Whether it’s your phone unlocking when it sees your face or a…
May 22, 2025·5 min read
Deep Learning
Multi-Layer Perceptrons Explained
In this article, I will explain the intuitive workings behind Multi-Layer Perceptrons (MLPs), a critical concept in advanced neural networks. You’ll learn about the following:
Jan 3, 2025·7 min read
Deep Learning
MLP Notation and Trainable Parameters
In this short article, I’ll explain the standard notation used in Multilayer Perceptrons (MLPs), which is crucial for anyone starting with neural networks. You’ll learn how to:
Dec 26, 2024·5 min read
Deep Learning
Introduction to Perceptron: The First Step in Neural Networks
The Perceptron is a fundamental concept in neural network theory, representing the simplest form of a neural network. Developed in 1958 by Frank Rosenblatt, it is a type of artificial neuron that uses binary…
Sep 3, 2024·8 min read
Deep Learning
The Limitations of Perceptron: Why it Struggles with XOR
Perceptrons, introduced by Frank Rosenblatt in the late 1950s, represent one of the simplest forms of artificial neural networks. They are binary classifiers that use a linear decision boundary to classify input data…
Sep 3, 2024·4 min read
Deep Learning
Introduction to Deep Learning: The Heart of Artificial Intelligence
Deep learning is a branch of Artificial Intelligence (AI) and Machine Learning (ML) that mimics the way the human brain works. It uses a structure called a “Neural Network” to process data and make decisions or…
Aug 29, 2024·13 min read