# Regression

## Supervised Learning Algorithm

**Linear Regression**

**Logistic Regression**

**Ridge Regression**

**Lasso Regression**

**Polynomial Regression**

# Classification

## Supervised Learning Algorithm

**K-nearest neighbor**

**Decision trees**

**Naive Bayes**

**Support Vector Machine (SVM)**

# Ensemble

## Supervised Learning Algorithm

**Bagging**

**Boosting**

**Stacking**

# Clustering

## UnSupervised Learning Algorithm

**Centroid-based Clustering**

**Density-based Clustering**

**Distribution-based Clustering**

**Hierarchical Clustering**

# Association

## UnSupervised Learning Algorithm

**Most used association algorithm is Apriori**