Machine Learning is a type of artificial intelligence that teaches computers to learn from data. This research covers different machine learning algorithms like Supervised Learning, Unsupervised Learning, Semi-supervised Learning, and Reinforcement Learning. These algorithms are used in various fields like medicine, education, and cars.