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Introduction In this article, I will be talking about one of the most fundamental problems in deep learning known as the XOR problem. But first, let's discuss what deep learning means, why we need it, and some real-life use cases for deep learning. C...

Recreating the First Machine Learning Demo In 1958, Frank Rosenblatt demonstrated something remarkable to reporters in Washington, D.C. His "perceptron" could look at cards with shapes on them and tell which side the shape was on. The remarkable thin...

What is a Multi-Layer Perceptron (MLP)? A multi-layer perceptron (MLP) is an artificial neural network (ANN) model agglomerate of multiple layers. It is known as the basic foundation of deep learning or neural networks. MLP usually has three types of...

Introduction: My Journey Into Neural Networks A few months ago, I stumbled across a blog post about neural networks that mentioned something called a "perceptron." Despite having no formal machine learning training, I was immediately captivated by th...
