Michael Nielsen wrote great tutorial kind of online cookbook about Neural Networks and Deep Learning that I could recommend to anyone interested in those fields. You can find it here:
http://neuralnetworksanddeeplearning.com/index.html
What you can learn from the book:
- how to use neural networks to recognise handwritten digits, probably the most common example today when it comes to educate students about neural nets
- how the backpropagation algorithm work
- how to improve the way neural network learn
- show visual proof that neural network can compute any function
- learn why the neural networks are hard to train
Cheers!
http://neuralnetworksanddeeplearning.com/index.html
What you can learn from the book:
- how to use neural networks to recognise handwritten digits, probably the most common example today when it comes to educate students about neural nets
- how the backpropagation algorithm work
- how to improve the way neural network learn
- show visual proof that neural network can compute any function
- learn why the neural networks are hard to train
Cheers!
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