Category: intuition
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Transformers Pay Attention
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A Large Language Model (LLM) is a type of artificial intelligence model designed to understand, generate, and manipulate natural language. These models are trained on vast amounts of text data from various sources like books, websites, and articles, enabling them to learn the statistical patterns, grammar, and meaning of language. The “large”…
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Understanding Deep Learning
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What is Deep Learning? Deep learning is a special kind of machine learning that uses structures called “neural networks” to automatically learn patterns from data. It’s called “deep” because these neural networks have many layers that help the computer understand complex patterns. How Does It Work? Imagine you’re trying to…
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Machine learning intuition
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Machine learning is like teaching a computer to make decisions or predictions based on examples, rather than telling it exactly what to do through specific rules. Imagine you’re teaching a child to recognize dogs. You show them lots of pictures of dogs and tell them, “This is a dog.” After…