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What book are people recommending for Deep Neural Networks? I’m working through ISLR (starting ch8) so I’ll be done in a few weeks. This topic isn’t covered s
by melling 6y ago
What book are people recommending for Deep Neural Networks?
I’m working through ISLR (starting ch8) so I’ll be done in a few weeks.
This topic isn’t covered so another textbook, with exercises, would be ideal.
Just noticed that this paper is a book. Maybe I have a winner?
- rsfern 6y agoThis paper seems really interesting, and it’s geared towards applications I guess For more fundamental material I like the CS231n course notes [0] and Goodfellow, Bengio, and Courville [1] 0: https://cs231n.github.io/ https://cs231n.github.io/ 1: https://www.deeplearningbook.org/ https://www.deeplearningbook.org/
- manojlds 6y agoHave been hearing good things about this - http://d2l.ai/ http://d2l.ai/ Have to get to it soon.
- max_ 6y agoThe Deep Learning book is great & I have a copy, but its not honestly something that I read cover to cover. To me, Its more of a reference book. But if you want a "Fyneman" type book that describes the underlying structure & workings in a non academic way, I would recommend; Michael Nielsen's Neural Networks & Deep Learning[0] Jeff Heaton's Introduction To The Math Of Neural Networks[1] [0]:http://neuralnetworksanddeeplearning.com/index.html http://neuralnetworksanddeeplearning.com/index.html [1]:https://www.amazon.com/Introduction-Math-Neural-Networks-Heaton-ebook/dp/B00845UQL6 https://www.amazon.com/Introduction-Math-Neural-Networks-Hea...
- visarga 6y agoThe Hundred-Page Machine Learning Book by Andriy Burkov - is quite highly regarded and to the point. http://themlbook.com/ http://themlbook.com/