A company is looking to outsource the development of a machine learning algorithm that would either classify data or help them make real$-$time decisions. What types of machine learning approaches should this company consider?

Select answer from the options below

Reinforcement learning approach and supervised learning approach

Unsupervised learning approach and diagnostic learning approach

Predictive learning approach supervised learning approach

Supervised learning approach and unsupervised learning approach