From the course: Complete Guide to AI and Data Science for SQL: From Beginner to Advanced

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Machine learning problem classifications

Machine learning problem classifications

- [Instructor] So you've just taken a walk down the AI timeline with some Soca music too, I might add. Now you're about to explore the world of machine learning, one of the most exciting branches of AI that enables computers to learn from data and make intelligent decisions. But before you dive in, let's understand how artificial intelligence, machine learning, and deep learning all fit together. Think of AI as the big umbrella term that covers everything related to making machines smart. Within AI, you have machine learning, which focuses on teaching computers how to learn from data and make predictions or decisions. And inside machine learning, you have deep learning, a powerful subset that uses neural networks to learn from vast amounts of data and tackle complex problems. One more thing. I want to take a moment to make a note about our focus. In this class, you're going to dive into machine learning specifically.…

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