R:Programming Language

Data preprocessing using R

Regressing analysis using R

• SLR,MLR,SVR

• Decision Tree Regression

• Random forest Regression

Classification using R

• Logistic regression

• K-Nearest Neighbor(K-NN)

• Support Vector Machine(SVM)

• Kernal SVM & Navie Bayes

• Decission Tree classification

• Random forest classification

K-means clustering

Hierarchian clustering

Thompson sampling

Principal componenet analysis

Deep Learning

LDA (Linear Discriminant Analysis)

PCA

Model search and grid search

XGBOOST