Machine Learning and Deep Learning Projects

1. Decision Tree

    Implement a decision tree to predict house prices
   

2. Linear Regression implemented from scratch on two problems

   a. Airfoil

    Implement a linear regression model from scratch using gradient descent to predict scaled sound pressure level
   

   b. Weather

    Implement a linear regression model from scratch using gradient descent to predict the apparent temperature.