In this introduction, we’ll provide an intuition about how the K-Nearest Neighbours algorithm works. 

In this chapter, we’ll show how to implement K-Nearest Neighbours from scratch, for both regression and classification. 

In this chapter, we’ll summarize what was taught in the previous chapters and provide links to useful resources.