Machine learning algorithms can solve complex problems by learning from data from "summary" of Artificial Intelligence by Melanie Mitchell
Machine learning is a powerful tool in the field of artificial intelligence. It enables computers to learn from data and improve their performance on specific tasks without being explicitly programmed. This ability to learn from data is what makes machine learning algorithms so effective at solving complex problems.
By analyzing large amounts of data, machine learning algorithms can identify patterns and relationships that may not be obvious to humans. These algorithms can then use this knowledge to make predictions or decisions based on new data. In essence, machine learning is about building models that can generalize from specific examples, allowing them to perform well on new, unseen data.
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