• Deep Neural Networks
• calculations by hand → here & here
• Fastai explanation of a neural network → here
• Very intuitive and simple example of a neural network incl. math → video or here
  • As shown in the video, Activation Functions help neural network to solve more then linear problems!

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A very intuitive and mathematical explanation → Matrix representation of a neural network

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The dataset suggest that we probably need a nonlinear approach. In theory a Neural Network can fit each dataset, no matter how complicated.

Building blocks of a Deep Neural Network

How Neural Network creates new shapes