📓 A repository that holds the codebase for assignments in CZ 4073 Data Science for Business, Nanyang Technological University.
- Fit an optimal linear regression model to predict the Quality of the wine
- Fit an optimal linear regression model to predict the mpg (Miles Per Gallon) of the car
- Fit an optimal tree model with cross-validation and a random forest model to predict the output Churn.
- Fit an optimal tree model with cross-validation or random forest model to predict the output Survived of passengers on the Titanic.
- Perform clustering with appropriate choice of algorithm and distance notion to identify the optimal number of clusters in the dataset containing cuisine data.
- Perform clustering with appropriate choice of algorithm and distance notion to identify the optimal number of clusters in the dataset. Also mention the strongest parameters and answer if you think Gender plays a major role in clustering. Dataset