百页机器学习书

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• losvedir · 2019 年

  嗯，我正在读《百页机器学习书》（The Hundred Page Machine Learning Book）[0]，它对这个领域做了综述，其中有一节讲卷积神经网络，写得非常清晰明了（其实整本书都这样；强烈推荐）。我知道……

  Hmm, so I'm reading The Hundred Page Machine Learning Book [0] which gives an overview of the field, and one of the sections is on convolutional neural networks, and it was very crisp and clear (like the whole book, really; highly recommended). I understand…

• dwrodri · 2019 年

  ……重要的方法（Transformer Layers、Causal convolutions 等）没有得到充分的讨论，因为出版时这个领域发展得实在太快了。相比之下更划算的投资是《百页机器学习书》（One Hundred Page Machine Learning Book）。它是专门为从业者写的。链接在这：https://www.amazon.com/Hundred-Page-Machine-Learning-Book/dp...:

  …important methods (Transformer Layers, Causal convolutions, etc.) aren’t given proper treatment because the field was still moving fast at the time of publishing. A much better investment would be the One Hundred Page Machine Learning Book. It’s written with practitioners in mind. Link here: https://www.amazon.com/Hundred-Page-Machine-Learning-Book/dp...:

• teleforce · 2020 年

  对于与数据科学相关的机器学习理论，我强烈推荐 Andriy Burkov 写的《百页机器学习书》[1]。按照作者的说法，读完这本书的一百页（外加一些附赠页面），你就能准备好去搭建复杂的 AI 系统、通过面试或者开启你的……

  For Machine Learning theory related to Data Science I'd highly recommend "The Hundred-Page Machine Learning Book" by Andriy Burkov [1]. According to the author, by reading one hundred pages of the book (plus some extra bonus pages), you will be ready to build complex AI systems, pass an interview or start your…

• visarga · 2021 年

  Andriy Burkov 写的《百页机器学习书》——评价相当高，而且直奔主题。http://themlbook.com/

  The Hundred-Page Machine Learning Book by Andriy Burkov - is quite highly regarded and to the point. http://themlbook.com/

• teleforce · 2025 年

  ……从头推导并手写自动微分（AD）库，但了解基础知识总归是好的 [1]。Andriy Burkov 写过一套非常出色的 AI/LLM 三部曲系列书，分别是《百页机器学习书》、《机器学习工程》以及最新的《百页语言模型书》[2],[3],[4]。话虽如此，为直观和交互式的场景提供实用的 AI/LLM 解决方案的能力……

  …derive and write automatic differentiation (AD) library from scratch but it's always good to know the fundamentals [1]. Andriy Burkov has written excellent trilogy books series on AI/LLMs namely "The Hundred-Page Machine Learning Book" and "Machine Learning Engineering" and the latest "The Hundred-Page Language Models Book" [2],[3],[4]. Having said that, the capability of providing useful AI/LLMs solutions for intuitive and interactive…

• dhanainme · 2020 年

  《百页机器学习书》能教会你什么是 ML。你可以把它当作类似吴恩达（Andrew Ng）课程的轻量级替代品。你学不到任何实战操作，也写不出 PyTorch 或 TensorFlow 代码，但你能理解……

  "The Hundred-Page Machine Learning Book" will teach you what ML is. It can be a treated as a light weight replacement for say an Andrew NG course. You wont learn anything practical / code something in PyTorch or Tensorflow but you ll understand…

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