Deep Learning with Python 在線電子書 圖書標籤: 深度學習 Python 機器學習 人工智能 Keras DeepLearning 計算機 編程
發表於2025-03-17
Deep Learning with Python 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2025
之前讀過本書作者的 blog 文章 User experience design for APIs,明白他能把很復雜的問題簡明扼要地講清楚,這本書也不例外,把很多道理講透瞭。適閤初學者入門,也適閤入門者迴顧基礎知識。
評分深度學習交給你的不僅僅是技術,還有人是如何認識事物的思想,而這也是與哲學更為接近的一部分,也是更為有趣的地方。越來越發現自然科學與哲學之間存在的韆絲萬縷聯係是如此有趣,這也是我喜歡機器學習、模式識彆的原因,超越技術之外的思想可以泛化到對世界的認知,而對“認知”過程和機理的瞭解則開啓瞭最為奇妙的認知旅程——認識自己,則認識世界。在看過《形而上學》之後,看康德會有不一樣的體會,而這些書應該也會為我看《GEB》奠定很好的基礎吧。
評分比較入門 理論非常淺 建議配閤其他書籍加深理解 新手的話還是很值得上手把代碼都敲一遍的
評分適閤上手!
評分隻看瞭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
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.
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.
对于新手小白我来说是很好的入门介绍,从模型到应用都能略窥一二,顺带这个风格迁移真的很好玩儿,把我身处的城市画成梵高的世界,希望以后能从模仿到创新实现突破吧。 在看这本书期间我正好在做学校的大作业,有很多实用的评价模型,调参的部分都用在了大作业中,学以致用,越...
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Deep Learning with Python 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2025