Machine Learning

Regression

• Simple Linear Regression
• Multiple Linear Regression
• Polynomial Regression

• Support Vector Regression (SVR)

• Decision Tree Regression
• Random Forest Regression

Classification

• Logistic Regression

• K-Nearest Neighbours (K-NN)
• Support Vector Machine (SVM)

• Different Kernel SVM
• Naive Bayes
• Decision Tree Classification

• Random Forest Classification

Clustering

• K-Means Clustering

• Hierarchical Clustering