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Commits on Aug 12, 2025

• Add Poisson Regression and Comparasion with Linear Regression Note

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Commits on Aug 10, 2025

• Add GLM's note

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Commits on Aug 5, 2025

• Add bootstrap notes

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Commits on Aug 3, 2025

• Add Full Cross-Validation Note

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Commits on Aug 1, 2025

• Add Comparison of Classification Methods Analytical and Practical notes

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Commits on Jul 31, 2025

• Add Cross Validation and Its types note

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• Add Naive Bayes notes

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Commits on Jul 30, 2025

• Fixed Derivation LDA mean and variance estimtes

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Commits on Jul 29, 2025

• Add Quadratic Discriminant Analysis note

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Commits on Jul 27, 2025

• Add ROC Curve Note

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Commits on Jul 25, 2025

• Add Generative Models Discriminant Function note

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Commits on Jul 24, 2025

• Add Gradient of cross-entropy loss

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Commits on Jul 22, 2025

• Add Initial Chapter 5 Resampling folder

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Commits on Jul 21, 2025

• Add more details in logistic regression note

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Commits on Jul 20, 2025

• Add MLE for linear regression ceofficient matrix closed form

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• Add Gradient Descent Types note

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Commits on Jul 19, 2025

• Add Details to Feature Scaling note

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• Add Feature Scaling(Normalization and Standardization) note

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Commits on Jul 12, 2025

• Add Gradient Descent Derivation for Linear Regression note

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• Add Gradient Descent mathmatical theory note

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Commits on Jul 4, 2025

• Add Important Questions in Classification note

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• Add LDA p>1 Discriminant function derivation

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• Add Sensitivity vs Specificity note

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Commits on Jul 3, 2025

• Add Linear Discriminant Analysis for p>1 note

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Commits on Jul 2, 2025

• Add Multivariate Normal Distribution Side Note

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• Add Discriminant Function note

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Commits on Jun 30, 2025

• Update README.md

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Commits on Jun 29, 2025

• Add Linear Discriminant Analysis for p=1 note

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• Add LDA Mean And Variance Estimates

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Commits on Jun 28, 2025

• Add Histogram notes

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• Add Response notes

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• Add Observation side notes

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• Add LDA Vs Logistic Regression Note

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Commits on Jun 27, 2025

• Add more details in Bayes Theore note

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Commits on Jun 26, 2025

• Add Bayes theorem

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