The real estate market is one of the most competitive markets when it comes to pricing. This tends to vary significantly based on a number of factors such as the location, age of the property, size, and so on. Therefore, it has become a modern-day challenge to accurately predict the prices of properties (especially those in the housing market) in order to make better investment decisions. This chapter will deal with precisely that.
After going through this chapter, you will be able to:
- Downloading the King County Housing sales dataset
- Performing exploratory analysis and visualization
- Plotting correlation between price and other features
- Predicting the price of a house
