Linear and Logistic Regression on Airbnp dataset

• Exploratory Data Analysis(EDA)
• Assumptions of Linear Regression
• Handling Categorical Variables
• Multicolinearity
• Interaction Term
• Classification with Trees

1. Bagging based tree algorithm (Random Forest)
2. Boosting based tree algorithm (GradientBoosting)

• Classification with Logistic Regression
• Hyper Parameters Tuning
• Regression with Trees