深度学习基础
Fundamentals of Deep Learning
Nikhil Buduma · 初版 2017 年
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随着神经网络在21世纪初的复兴，deep learning 已成为一个极度活跃的研究领域，为现代机器学习奠定了基础。在这本注重实用的书中，作者 Nikhil Buduma 提供了丰富的实例与清晰的讲解，引导你掌握这一复杂领域的核心概念。Google、Microsoft 和 Facebook 等公司正在积极扩建内部的 deep-learning 团队。然而对于我们其他人来说，deep learning 仍然是一个相当复杂且难以掌握的主题。如果你熟悉 Python，并具备微积分基础，以及
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Nikhil Buduma 写的 O'Reilly 新书《深度学习基础》（Fundamentals of Deep Learning，已经在 Safari 上架一阵子了）在基础部分讲得很好——解释得非常清楚，图表也很棒。它的脉络跟我上过的神经网络课比较贴近（虽然那些……
The new O'Reilly book "Fundamentals of Deep Learning" by Nikhil Buduma (available on Safari for a while now) is good at the fundamentals- very clearly explained, nice diagrams. It it relatively close to the path of my Neural Networks classes (although those…
……Python》——原本担心太基础，其实不然。读得很过瘾。-《Think Complexity》——讲算法复杂度、数据结构等。很棒的书。-《Python Data Science Handbook》——一般般吧。-《Fundamentals of Deep Learning》——不错的入门书。帮我巩固了吴恩达（Andrew Ng）机器学习课程里的一些概念。- Goodfellow 和 Bengio 写的《Deep Learning》（花书）。刚开始看，但真的很喜欢。[创业类]（全都极其优秀；按顺序）：- 《The……
…Python" - was afraid it'd be too basic, but not really. Enjoyed it a lot. - "Think Complexity" - about algorithm complexity, data structures, etc. Great read. - "Python Data Science Handbook" - meh. - "Fundamentals of Deep Learning" - good intro. Helped me solidify some concepts from Andrew Ng's ML course - "Deep Learning" - by Goodfellow and Bengio. Just started, but really liking it. [STARTUPS] (all excellent; in order) - "The…
Deep Learning | 波士顿 | Nick L | njl@mit.edu | http://nicklocascio.com 创办并主讲了 MIT 的深度学习课程（6.S191），O'Reilly《Fundamentals of Deep Learning》特约作者，世界 500 强深度学习顾问。随时乐意聊聊机器学习和深度学习领域的任何话题并提供建议！很想听听你们正在做什么项目！:)
Deep Learning | Boston | Nick L | njl@mit.edu | http://nicklocascio.com Founded + lectured MIT's deep learning course (6.S191), contributing writer to O'Reilly's Fundamentals of Deep Learning book, deep learning consultant for Fortune 500. Down to chat about and give advice about anything in the machine and deep learning space! Interested to hear what you're working on! :)