Практика Shadowing: What Is Machine Learning? | ML Explained for Beginners | CT Academy - Изучайте разговорный английский по видео

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What is machine learning?
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In today's video, we're looking at one of the most important parts of artificial intelligence, machine learning or ML.
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Let's break it down in a simple way.
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Tom Mitchell, a well-known expert in the field,
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defines machine learning as the study of computer algorithms that allow computer programs to automatically improve through experience.
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That's a fancy way of saying, machine learning is how computers learn from data and get better at tasks without being programmed step by step.
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How does it work?
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Think of how you learn.
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For example, the more times you practice solving a math problem, the better you get.
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In the same way, machine learning algorithms improve as they are fed more data.
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They find patterns, make predictions, and adjust their behavior over time.
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Let's say you show a computer thousands of photos of cats and dogs.
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At first, it doesn't know what's what.
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But as it studies the images, it starts recognizing patterns, like fur, ear shape, or nose size.
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Eventually, it can tell whether a new photo is a cat or a dog, all by learning from past examples.
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Where is machine learning used?
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Machine learning is all around us, even if we don't notice it.
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Search engines use it to give better results.
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Email apps use it to filter out spam.
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Banks use it to detect fraud.
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Social media uses it to show content you're likely to enjoy.
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And video games use it to make characters smarter.
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Every time these systems are used, they learn a little more and get a little better.
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Why it matters.
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Machine learning is powerful because it helps computers do things that used to need human intelligence and do them faster, cheaper, and often more accurately.
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From healthcare to finance to entertainment, machine learning is transforming industries and creating new opportunities.
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At CT Academy, we teach you how machine learning works step by step in a way that's simple, clear, and and hands-on.
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Visit www.ctglobal.my or click the link in the description to explore our full machine learning courses.
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Thanks for watching, and we'll see you in the next CT Academy video.
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