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Linear Regression

Predict continuous values with a straight line

0% · 0 of 5 steps completed · ~90 min · Build a server response-time predictor
1
Understanding Regression
Regression vs classification, scatter plots, EDA
2
What Is a Model?
A model is two numbers — drag the knobs and BE the algorithm
3
Train / Test Split
Why we split data and how to avoid data leakage
4
Fit and Predict
Slope, intercept, and the regression line
5
Evaluate and Detect
MSE, RMSE, R² — build a security baseline