From the course: Generative AI: Introduction to Large Language Models
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Deep learning and its significance
From the course: Generative AI: Introduction to Large Language Models
Deep learning and its significance
- [Narrator] In the ever evolving landscape of artificial intelligence and machine learning, deep learning stands out as a revolutionary paradigm that has reshaped our understanding of what computers can achieve. At a fundamental level, this groundbreaking approach has propelled AI to new heights, enabling machines to perform complex tasks with human-like proficiency. But what exactly is deep learning? Deep learning is a subset of machine learning, which in turn falls under the broader umbrella of artificial intelligence. Deep learning models are essentially complex neural networks. The term deep in deep learning refers to the multiple layers of interconnected nodes that make up these types of models. The structure, or topology of interconnected neurons within the neural network influences the way it learns. In a neural network, input and output nodes are arranged in groups called layers. In a single layered network,…
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