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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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KNN Algorithm from Scratch -Cat vs Dog Image Classification in Python (Complete Experiment)
🧠 KNN Algorithm from Scratch — Real Image Classification Experiment I recently built a K-Nearest Neighbors KNN algorithm from scratch in Python to perform cat...
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Deep Maze Solver
Introduction A few days ago I saw a X Posthttps://twitter.com/ArnaudPannatier/status/1762864347397628396 explaining that diffusion models could be used to solv...
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The Machine Learning “Advent Calendar” Day 7: Decision Tree Classifier
In Day 6, we saw how a Decision Tree Regressor finds its optimal split by minimizing the Mean Squared Error. The post The Machine Learning “Advent Calendar” Day...
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The Machine Learning “Advent Calendar” Day 6: Decision Tree Regressor
During the first days of this Machine Learning Advent Calendar, we explored models based on distances. Today, we switch to a completely different way of learnin...