What are the main types of Machine Learning?

There are three main types of Machine Learning: supervised learning, unsupervised learning, and reinforcement learning. In supervised learning, the model is trained on a labeled dataset. Unsupervised learning involves training on unlabeled data, and reinforcement learning involves an agent learning from interactions with an environment.