Regression Models:
(Data Files)
50 Startups
Position Salaries
Salary Data
Social Network Ads
(Implementation files: in Python and R)
Simple Linear
Multiple Linear
Logistic
SVR
Decision Tree
Random Forest
Gradient Boosting
Classification Models:
(Data Files)
Social Network Ads
(Implementation files: in Python and R)
K - Nearest Neighbor
Gaussian SVM
Naive Bayes
Decision Tree
Random Forest
Natural Language Processing Models:
(Data Files)
Restaurant Reviews
(Implementation files: in Python and R)
Natural Language Processing