5 Main Types of Machine Learning Systems

Supervised learning is the common most type of machine learning. Most ML problems that we encounter fall into this category. As the name implies, a supervised learning algorithm is trained with input data along with some form of guidance that we can call labels. Labels are also known as targets and they act as a description of the input data. With that said, there are other advanced tasks that don't directly fall into supervised learning, but they actually are.