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Day 2 – Regression Techniques & Model Deployment

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Section outline

◄Day 1 – ML Foundations & Data Preprocessing
►Day 3 – Classification & Text Analytics

    • Linear, Ridge, Lasso Regression

    • Model evaluation: R2, RMSE, MAE

    • Gradient Descent Variants

    • Model pipelines, cross-validation, hyperparameter tuning

    • Lab: Predict home prices and insurance charges

◄Day 1 – ML Foundations & Data Preprocessing
►Day 3 – Classification & Text Analytics

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