What is Machine Learning (ML)?
Machine learning is a method of teaching computers to learn from data, without being explicitly programmed. It is a subset of artificial intelligence that involves the development of algorithms and statistical models that enable computers to improve their performance on a specific task through experience. There are several different types of machine learning , including supervised learning, unsupervised learning, semi-supervised learning, and reinforcement learning. In supervised learning , the computer is provided with a labeled dataset, which includes input data and corresponding output labels. The computer uses this data to learn a function that maps the input to the output. This function can then be used to make predictions on new, unseen data. Examples of supervised learning include regression and classification problems, such as predicting the price of a house based on its size, location, and other features, or identifying the type of object in an image Unsupervised learning , o...