Deep Learning with Python pdf epub mobi txt 電子書 下載2025
François Chollet works on deep learning at Google in Mountain View, CA. He is the creator of the Keras deep-learning library, as well as a contributor to the TensorFlow machine-learning framework. He also does deep-learning research, with a focus on computer vision and the application of machine learning to formal reasoning. His papers have been published at major conferences in the field, including the Conference on Computer Vision and Pattern Recognition (CVPR), the Conference and Workshop on Neural Information Processing Systems (NIPS), the International Conference on Learning Representations (ICLR), and others.
- 深度學習
- Python
- 機器學習
- 人工智能
- Keras
- DeepLearning
- 計算機
- 編程
Deep Learning with Python introduces the field of deep learning using the Python language and the powerful Keras library. Written by Keras creator and Google AI researcher François Chollet, this book builds your understanding through intuitive explanations and practical examples. You'll explore challenging concepts and practice with applications in computer vision, natural-language processing, and generative models. By the time you finish, you'll have the knowledge and hands-on skills to apply deep learning in your own projects.
具體描述
讀後感
目前最通俗易懂的深度学习入门书，由Keras之父执笔。大神不但技术了得，文笔也不一般，真的就是为了让尽可能多的人能够使用深度学习而写的这本书，涵盖了深度学习的基础知识、Keras使用模式以及深度学习最佳实践。 学习本书需要具备基础的Python知识，但不需要深度学习或者机器...
評分 評分 評分本书自出版以来收到众多好评，因为是 Keras 作者写的书，所以全书基本围绕着 Keras 讲深度学习的各种实现，从 CNN，RNN到GAN等等，总体偏入门，但也承载着很多作者对深度学习整体性的思考。值得一提的是作者推荐用GPU 跑书中的例子，这不是开玩笑， 用CPU 跑你会感到很绝望的～...
評分这本书从6月11号那天老板递到我手里，到今天刚好六周，在这期间我逐字逐句地啃了这本书，并在每周的周二和周五下午给组里的其他人讲这本书，每次讲3个小时。直到五分钟前刚刚讲完最后一章，写了175页的PPT。 感想从何谈起呢？先说Keras吧，这本书的作者是Keras的作者，所以本书...
用戶評價
應該改名deep learning in keras. 不過最後一段對於deep learning的看法和預想倒是很有前瞻性，值得閱讀。
评分對新手太友好瞭，兩三天看完就可以上手項目瞭
评分keras之父的書，簡潔易懂
评分keras之父的書，簡潔易懂
评分隻看瞭part2，雖然理論講的不多，但絕不僅僅是keras in action，作者還列瞭很多基於自己經驗覺得能work的trick，最後一章講自己對deep learning未來的看法，跟軟件工程結閤起來也很有意思
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