| Title | Categories | Reading Time |
|---|---|---|
| K-Nearest Neighbours from Scratch | ML, Classification, Regression, From Scratch | 10 min |
| Gradient Boosting from Scratch | ML, Classification, Regression, Ensemble, From Scratch | 5 min |
| K-Means Clustering from Scratch | ML, Clustering, Unsupervised, From Scratch | 5 min |
| Linear Regression from Scratch | ML, Regression, From Scratch | 4 min |
| Support Vector Machine from Scratch | ML, Classification, Regression, From Scratch | 9 min |
| Decision Tree from Scratch | ML, Classification, Regression, From Scratch | 7 min |
| Utils - SVD, PCA, Jacobi from Scratch | ML, Linear Algebra, SVD, PCA, From Scratch | 7 min |
| Random Forest from Scratch | ML, Classification, Regression, Ensemble, From Scratch | 5 min |
| Logistic Regression from Scratch | ML, Classification, From Scratch | 3 min |
| Naive Bayes from Scratch | ML, Classification, From Scratch | 4 min |
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