Estimating housing prices

It's time to apply our knowledge to a real-world problem. Let's apply all these principles to estimate house prices. This is one of the most popular examples that is used to understand regression, and it serves as a good entry point. This is intuitive and relatable, hence making it easier to understand the concepts before we perform more complex things in machine learning. We will use a decision tree regressor with AdaBoost to solve this problem.