Machine learning (ML) can be categorized into several types based on the nature of the learning and the type of feedback available to the learning system. Here are the main types: Supervised Learning: Definition: In supervised learning, the model is trained on labeled data, which means that each training example is paired with an output label. Applications: Common applications include...