Oct 19, 2025 · 10 min read · 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...
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Oct 9, 2025 · 4 min read · 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...
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Sep 6, 2025 · 2 min read · Introduction Neural Networks sound complex, right? But at the core, they are built from a very simple unit: the Perceptron. In this blog, I’ll break down what a perceptron is, how it works, and why it’s considered the foundation of neural networks. W...
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Jul 30, 2025 · 3 min read · History of Deep learning Before learning about Deep Learning we should now the history behind it ,that with how much effort this thing has changed its course from nothing to every thing. In 1940s-1950s: The Birth of Neural Network 1943-McCulloch & ...
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Jul 4, 2025 · 3 min read · Table of Contents’’ Section 1.2 : Perceptron loss function Section 1.3: Drawbacks of Perceptron Section 1.4: Understanding the basics of Multi-Layer Perceptron From Mistakes to Mastery: Perceptron Loss Welcome back! In our last post, we met the perce...
Join discussionJul 2, 2025 · 4 min read · Table of contents” Section 1.1 : What is perceptron model Section 1.2: loss function Section 1.3: Multi-layer Perceptron Section 1.4: Building model using Perceptron Perceptron: The Building Blocks of Neural Networks Hey everyone! Today, let's dive i...
Join discussionJun 4, 2025 · 4 min read · 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...
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Feb 26, 2025 · 24 min read · 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...
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Aug 15, 2024 · 3 min read · The perceptron, a foundational concept in artificial intelligence, was introduced by Frank Rosenblatt in the 1950s. It's a simplified model of a biological neuron, designed to mimic the human brain's ability to learn and make decisions. A perceptron ...
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