Machine Learning Algorithms are computational methods used to enable machines to learn from data and improve their performance over time without being explicitly programmed. These algorithms analyze patterns, make predictions, and automate decision-making processes. Common types include supervised, unsupervised, and reinforcement learning, widely applied in industries like healthcare, finance, and technology. For more information, visit PythonGUI.