Machine Learning Basics
Perceptrons Explained: An Introduction to Neural Networks
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Perceptrons are the foundational building blocks of neural networks. In this article, we explore how perceptrons work, their role in AI…
Understanding Gradient Descent: A Simple Guide to Machine Learning Optimization
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Gradient descent is a fundamental optimization algorithm in machine learning, driving techniques like neural networks. This article breaks down the concept,…
What Is Machine Learning? Understanding the Basics Without the Jargon
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Machine Learning powers everything from social media algorithms to self-driving cars, but what exactly is it? In this article, we break…