Can a beginner learn machine learning?
AI for beginners
When AI learns by itself through data and experience.
Machine learning enables AI to develop its own solutions instead of being preprogrammed with a set of answers.
If you want to use traditional programming to get a computer to draw a cat, you need to explain the drawing process in detail. With machine learning, you feed an AI system thousands of cat drawings so that it can evaluate them and recognize patterns on its own.
Over time, it begins to recognize the characteristics that make up a cat - such as pointy ears and whiskers - and it develops a more flexible, nuanced understanding of what makes up a cat's drawing.
With this ability to recognize patterns, machine learning helps AI systems to meaningfully evaluate large amounts of data.
Machine learning can perform certain tasks at great speed and on a large scale.
Conservationists use it to evaluate months of underwater records and determine migration patterns of whales, while medical professionals use it to examine a multitude of scans at once to identify the earliest signs of disease.
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