《程序员的数学》封面

程序员的数学

Math for Programmers

Paul Orland · 初版 2020 年

4人推荐
11位读者提及
11次提及

为什么值得读

  • 聚焦机器学习所需的线性代数与微积分实用知识
  • 配备丰富的具体代码示例与循序渐进的练习题
  • 采用适合程序员思维方式的数学讲解路径

Hacker News 上怎么说

  • 你可能在找这本:《程序员的数学》(Math for Programmers):https://www.manning.com/books/math-for-programmers

    You may be looking for this book: https://www.manning.com/books/math-for-programmers

  • 写得太棒了!我也强烈推荐 Manning 出版的《Math for Programmers》:https://www.manning.com/books/math-for-programmers

    Great post! I also highly recommend Math for Programmers from Manning: https://www.manning.com/books/math-for-programmers

  • ……领域,因为数学太庞大了。尽量找针对具体方向的资源。比如做 ML 就是线性代数和微积分。多找点不同的资源,看看不同的讲解方式。我强烈推荐:Paul Orland 写的《Math for Programmers》https://betterexplained.com/

    …area, because math is huge. Try to find resources for that. So for ML it is linear algebra and Calculus. Try to find a bunch of resources and get different ways of explaining it. I highly recommend: Math for Programmers by Paul Orland https://betterexplained.com/

  • ……常用的游戏语言,比如用 SDL2 之类的 C++)。里面有大量详尽的示例和习题(比起游戏引擎,它更偏向机器学习应用一点):https://www.manning.com/books/math-for-programmers

    …used game language like C++ using SDL2 or similar). Lots of detailed examples and exercises (it's a bit more oriented towards machine learning uses than game engines): https://www.manning.com/books/math-for-programmers

  • ……在可汗学院上刷课,至少刷到能做点微积分。我觉得我和你同病相怜。我 40 岁了,做程序员,总害怕别人发现自己数学水平不够。我买了《Math for Programmers》https://www.manning.com/books/math-for-programmers 但我发现自己真得先把代数学好。我就把它当成我 12 岁自学吉他那样,坐下来……

    …through khan academy at least until I can do some calculus. I'm in the same boat as you I think. I'm 40, work as a programmer and I have a fear of being found out for not know enough maths. I bought "math for programmers" https://www.manning.com/books/math-for-programmers But I realised I really need to get better at algebra first. I'm treating this as how I treated learning the guitar on my own when I was 12, sit in…

  • 我买了这本,但还没读。它看起来正像是你要找的那种书:https://www.manning.com/books/math-for-programmers 另外网上还有一门以编程为基础的线性代数课(配有一本纸质书):https://codingthematrix.com/ 还有一位经常在 HN 发帖的网友最近也出版了……

    I have, but have not yet read, this one. It appears to claim to be something like what you're looking for. https://www.manning.com/books/math-for-programmers There is also the coding based Linear Algebra course that is available online (there's an accompanying print book). https://codingthematrix.com/ And somebody who posts here on HN recently published…

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