We have previously discussed several supervised learning algorithms ... SVM and kNN exemplify several important trade-offs in machine learning (ML). SVM is often less computationally demanding ...

They play out the concept with one of the simplest machine-learning algorithms, known as k-nearest neighbors (kNN), which classifies objects using a graphical approach. To understand how kNN works ...

you will apply machine learning algorithms to real-world data, learn when to use which model and why, and improve the performance of your models. Beginning with supervised learning, you will review ...