Understanding the Concept of Machine Learning

Machine learning is a subfield of artificial intelligence that focuses on creating systems capable of learning and making predictions without being explicitly programmed. In machine learning, models are trained on input data to discover patterns and relationships, allowing them to make predictions or perform tasks based on new or unseen data.

Supervised Learning vs. Unsupervised Learning

Machine learning can be categorized into supervised learning and unsupervised learning, depending on the type of training data used.

Supervised Learning: In supervised learning, the models are trained on labelled data, where each example in the dataset