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Introduction to Neural Networks

A deep-dive into the workings of neural networks, including how they are structured, how they learn, and their applications in image and speech recognition, natural language processing, and more.

10 Units

Unit 1

What are Neural Networks?

Unit 2

History of Neural Networks

Unit 3

How Neural Networks are Structured

Unit 4

Activation Functions

Unit 5


Unit 6

Training Neural Networks

Unit 7

Overfitting and Underfitting

Unit 8

Convolutional Neural Networks

Unit 9

Recurrent Neural Networks

Unit 10

Applications of Neural Networks

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