· ai
What Is Slope? A Simple Math Idea Behind Machine Learning
Previous article, we explored hidden layers, weights, and biases. Now we need to move towards more advanced topics. Before we go there, we need to understand a...
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- · ai
Logistic Regression, But Make It Tea: ML Basics Served Hot
What Is Logistic Regression? Logistic Regression is a simple machine learning algorithm used to predict yes/no outcomes. Imagine running a small tea stall and...
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🍵 Linear Regression for Absolute Beginners With Tea — A Zero‑Knowledge Analogy
Explained With Real Tea‑Stall Scenarios You’ll Never Forget Machine Learning can feel intimidating — gradients, cost functions, regularization, over‑fitting… i...
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AI Doesn’t Think — and That’s a Problem for Beginners
What people usually mean by “AI thinks” When someone says an AI is thinking, they often mean that it: - understands what it’s saying - knows whether something...
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The Machine Learning “Advent Calendar” Day 11: Linear Regression in Excel
Linear Regression looks simple, but it introduces the core ideas of modern machine learning: loss functions, optimization, gradients, scaling, and interpretatio...