Machine Learning is a field of study and an application of artificial intelligence that concentrates on designing algorithms and models that enable computers to learn and make forecasts or decisions without being explicitly programmed. ML algorithms analyze and interpret patterns in data, learn from them, and apply that knowledge to make informed predictions or take actions.

In traditional programming, developers write specific instructions for computers to follow, defining the exact steps and rules to solve a problem. In contrast, with machine learning, algorithms are trained on data to learn patterns and relationships, allowing the computer to generalize and make predictions or decisions on new, unseen data.

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