From the course: CompTIA SecAI+ (CY0-001) Cert Prep

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Deep learning

Deep learning

From the course: CompTIA SecAI+ (CY0-001) Cert Prep

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Deep learning

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Deep learning is one of the most exciting and powerful branches of artificial intelligence today. It's what drives advanced image recognition, speech processing, and language models like chatGPT. But what exactly is deep learning? And how does it relate to machine learning? Deep learning is a specialized area within machine learning that uses complex models inspired by how the human brain works to process data. These models are known as deep neural networks. Traditional machine learning often depends on humans telling the computer which variables within the data to focus on when learning patterns. Deep learning, by contrast, automatically identifies which variables to focus on and learns meaningful patterns through multiple layers of processing, each layer capturing more complex relationships. Think of it like a teacher showing a student hundreds of photos of different animals without ever listing the features that define each one. Over time, the student begins to recognize dogs…

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