FIGURE 2.

Supervised learning (SL) and unsupervised learning (UL) are the two main categories of machine learning (ML). Deep learning (DL) is a subset of ML. SL algorithms are used to learn the optimal parameters of the predictive model by investigating past examples with known inputs and known outputs. UL algorithms learn about patterns in the input data itself and does not have a known output