Machine learning algorithms are essentially sets of instructions that allow computers to learn from data, make predictions, and improve their performance over time without being explicitly programmed. Machine learning algorithms are broadly categorized into Supervised learning, Unsupervised learning & Reinforcement learning. These algorithms are fundamental to modern artificial intelligence and are used in various applications, including image and speech recognition, natural language processing, recommendation systems, fraud detection, and autonomous vehicles.