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Neural Networks and Deep Learning

Neural Networks and Deep Learning 9.4分

资源最后更新于 2020-07-28 14:42:37

作者:Michael Nielsen

出版社:

出版日期:2016-01

ISBN:9780780354197

文件格式: pdf

标签: 深度学习 神经网络 机器学习 DeepLearning 人工智能 deep_learning 计算机 数据科学

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http://neuralnetworksanddeeplearning.com/

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目录

Neural Networks and Deep Learning
What this book is about
On the exercises and problems
Using neural nets to recognize handwritten digits
How the backpropagation algorithm works
Improving the way neural networks learn
A visual proof that neural nets can compute any function
Why are deep neural networks hard to train?
Deep learning
Appendix: Is there a simple algorithm for intelligence?
Acknowledgements
Frequently Asked Questions