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Neural networks and deep learning

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If you benefit from the book, please make a small donation. I suggest $5, but you can choose the amount. Alternately, you can make a donation by sending me Bitcoin, at address 1Kd6tXH5SDAmiFb49J9hknG5pqj7KStSAx Thanks to all the supporters who made the book possible, with especial thanks to Pavel Dudrenov. Thanks also to all the contributors to the Bugfinder Hall of Fame. Michael Nielsen on Twitter Book FAQ Code repository Michael Nielsen's project announcement mailing list Deep Learning, book by Ian Goodfellow, Yoshua Bengio, and Aaron Courville cognitivemedium.com By Michael Nielsen / Dec 2019 In the last chapter we learned that deep neural networks are often much harder to train than shallow neural networks. That's unfortunate, since we have good reason to believe that if we could train deep nets they'd be much more powerful than shallow nets. But while the news from the last chapter is discouraging, we won't let it stop us. In this chapter, we'll develop techniques which can be use

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