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Machine learning is a type of artificial intelligence that involves training a computer model to perform a specific task or make predictions based on data. In machine learning, the model is first trained on a large dataset that includes examples of the task or predictions that are to be made. The model uses this data to learn the patterns and relationships that exist in the data, and it is then able to use this knowledge to make predictions or perform the task on new data. Machine learning is a powerful tool for solving complex problems, such as image and speech recognition, natural language processing, and predictive analytics. It is widely used in many fields, including computer science, data science, and artificial intelligence.