Grokking Modern AI Fundamentals
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5.1 Neural Networks
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Neural networks are at the heart of deep learning.

Inspired (loosely) by how our brains work, these algorithms excel at recognizing patterns, whether it’s identifying objects in images or translating speech into text.

In this section, we’ll discuss the anatomy of a neuron, how forward and backward passes train neural networks, and why hidden layers make deep learning so powerful.

Basic Anatomy of a “Neuron”

  • Inputs and Weights

    • Each neuron takes in input values (like pixels of an image) multiplied by weights.

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