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Clustering

K-Means Hierarchical Clustering

Classification

KNN
Naive Bayes
Logistic Regression
SVM
Decision Tree
Random Forest

Regression

Linear Regression
Lasso Regression
Ridge Regression
Decision Tree
Random Forest

Clustering

K Means
Hierarchical

Preprocessing

Encoding
Missing Values
Scaling

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