Welcome to this episode of the AI Concepts Podcast's Deep Learning series, where we delve into the fascinating world of neural networks. Neural networks are the backbone of deep learning, modeled loosely after the human brain. This episode explores how these systems, made of artificial neurons, learn to recognize patterns and solve complex problems without explicit programming.
We'll break down the structure and functionality of neural networks, highlighting how they process input layers, transform data through hidden layers, and produce final predictions. Discover the intricate learning processes such as adjusting weights and biases to minimize errors, a technique termed backpropagation.
Join us as we uncover the complexities and capabilities of neural networks, setting the stage for understanding their fundamental role in AI advancements like language models, self-driving cars, and more. Get ready to explore the power of these computational wonders in today's episode.
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