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ML Resources

CODE & THEORY PDFs organized by algorithm.

🔵

K-Nearest Neighbour

CODE & THEORY PDFs for KNN.

CODE THEORY
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🌳

Decision Tree

CODE & THEORY PDFs for Decision Tree.

THEORY
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Random Forest

CODE & THEORY PDFs for Random Forest.

THEORY
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Logistic Regression

CODE & THEORY PDFs for Logistic Regression.

CODE THEORY
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Linear Regression

CODE & THEORY PDFs for Linear Regression.

CODE THEORY
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📊

Polynomial Regression

CODE & IPYNB for Polynomial Regression.

CODE IPYNB
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Naive Bayes

CODE & THEORY PDFs for Naive Bayes.

CODE THEORY
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⚔️

Support Vector Machine

CODE & THEORY PDFs for SVM.

CODE THEORY
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🎯

K-Means Clustering

CODE & THEORY PDFs for K-Means.

CODE THEORY
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