The Hundred-Page Machine Learning Book
Andriy Burkov,
Dec 18, 2018
If you want a holiday reading project, this might be it. I especially recommend chapter 6 on neural networks and deep learning - it covers such things as multilayer perceptrons, convolutional neural networks, and recurrent neural networks. The book was written in a wiki, with chapters available as PDF, and will be available on Amazon. The book can get complex in places but it also describes pretty clearly what the different types of neural networks can be used for.
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