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Machine learning represents one of the most transformative technological developments of the 21st
century. As a discipline that enables computers to learn without explicit programming, it has
revolutionized our approach to solving complex problems across numerous domains. This chapter
introduces the fundamental concepts, historical context, and key terminologies essential for
understanding machine learning. We will explore how machine learning differs from traditional
programming approaches and survey its diverse applications across various fields. The journey from
theoretical concepts to practical implementations has positioned machine learning as a cornerstone of
artificial intelligence and a critical driver of technological innovation.
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