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Day 2 — Linear Regression: How a Straight Line Learns From Data
'Riya is in school, and exams are coming. Her elder sister notices something interesting: | Study Hours | Marks | |
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Day 1: Regression — The Art of Prediction
'1️⃣ What is Regression? Regression means: Using past information to predict a number in the future. Examples | Question | Type | |
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Predicting Employee Salary Using Linear Regression
Salary Prediction Using Linear Regression !Njeri Muriithihttps://media2.dev.to/dynamic/image/width=50,height=50,fit=cover,gravity=auto,format=auto/https%3A%2F%...
- · software
Why does a least squares fit appear to have a bias when applied to simple data?
Article URL: https://stats.stackexchange.com/questions/674129/why-does-a-linear-least-squares-fit-appear-to-have-a-bias-when-applied-to-simple Comments URL: htt...
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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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Part 7: CUDA Integration with Python
XOR Test After successfully setting up the Neural Network, I tested it with the XOR operation. XOR is a non‑linear operation, so it’s kind of a “Hello World” f...
- · ai
The Machine Learning “Advent Calendar” Day 20: Gradient Boosted Linear Regression in Excel
From Random Ensembles to Optimization: Gradient Boosting Explained The post The Machine Learning “Advent Calendar” Day 20: Gradient Boosted Linear Regression in...
- · ai
Predicting Tea Sales With ML: Linear Regression, Gradient Descent & Regularization (Beginner Friendly + Code)
🍵 Linear Regression for Absolute Beginners With Code Examples & Real Tea‑Stall Scenarios Machine‑learning terms like cost function, gradient descent, regulari...
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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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Machine Learning Demystified: Learn the Basics with Visual Examples
How Do Machines Learn from Data? At its heart, Machine Learning is about finding relationships in data. Imagine you have data showing how many hours a student...
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The Machine Learning “Advent Calendar” Day 13: LASSO and Ridge Regression in Excel
Ridge and Lasso regression are often perceived as more complex versions of linear regression. In reality, the prediction model remains exactly the same. What ch...
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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...