You could try looking at Tariq Rashid's video and book: https://www.youtube.com/watch?v=2sevic5Vy4E https://www.amazon.com/Make-Your-Own-Neural-Network-ebook/dp... NN as a concept is hard since it is taught with math, however, I found his book to be easier than any other books I've read as it uses minimal math and down to earth explanations. Since…
如果你觉得这篇博文差点意思，可以去读读塔里克·拉希德写的《Make Your Own Neural Network》[1]。内容要全面得多，但依然很容易理解。而且它还用 Python 从零手写了神经网络（NN）。1. https://www.amazon.com/Make-Your-Own-Neural-Network/dp/15308...
If you think this blog article is lacking, get "Make Your Own Neural Network" by Tariq Rashid[1]. It is way more comprehensive, but still easy to comprehend. It also uses Python to create NN from scratch. 1. https://www.amazon.com/Make-Your-Own-Neural-Network/dp/15308...
…https://www.amazon.com/Artificial-Intelligence-Modern-Approa... Note that it is a textbook, with textbook pricing... Another one that I have heard is good for learning neural networks with is: https://www.amazon.com/Make-Your-Own-Neural-Network/dp/15308... There are tons of other resources online - the problem is separating the wheat from the chaff, because some of the stuff is outdated or even considered non-useful. There are many research…
……没有任何机器学习方面的经验，你可能会想从吴恩达（Andrew Ng）的课程开始，里面有一小块讲神经网络的内容（多层感知机 MLP 和反向传播），并附带 Matlab/Octave 的代码示例。我觉得它很有用，还有塔里克·拉希德的《Make Your Own Neural Network》。它是用 Python 直接上手写 MLP 的极佳入门教程。
…experience with ML stuff, you might want to start with Andrew Ng's course, which has a small bit on neural networks (MLP and backpropagation), with examples in Matlab/Octave. I found it useful, along with "Make Your Own Neural Network" by Tariq Rashid. Very good intro to coding MLPs directly in Python.
……觉得自己已经理解了大部分基础概念，而且我也把神经网络大量用于创意应用和教学中，我必须说，到目前为止我发现针对初学者最好的资源就是塔里克·拉希德写的《Make Your Own Neural Network》。它真的是从头讲起，一步一步带你在没有任何先验知识的情况下从零构建一个神经网络。真心很棒。
…think I understand most of the fundamental concepts, and I've been using it quite a lot for creative applications and teaching, and I have to say the best resource I've found for beginners, by far, is "Make Your Own Neural Network" by Tariq Rashid. It starts really from the beginning and it takes you through all the steps of building a NN from zero, with no previous knowledge. really good.
我强烈推荐初学者阅读塔里克·拉希德写的《Make Your Own Neural Network》这本书。它用的是 Python 和 Numpy。我之前做人工智能大作业时，就成功把书里的代码改成了我自己的鼠标手绘符号识别器。
I really recommend the book "Make Your Own Neural Network" by Tariq Rashid for beginners. It uses Python and Numpy. I was able to adapt the code for my own mouse-drawn-symbols recognizer for my AI class project.
你可以去看看塔里克·拉希德的视频和书：https://www.youtube.com/watch?v=2sevic5Vy4E https://www.amazon.com/Make-Your-Own-Neural-Network-ebook/dp... 神经网络（NN）作为一个概念挺难的，因为教的时候全是用数学，但我发现他的书比我读过的任何书都要简单易懂，因为它用的数学最少，解释也很接地气。因为……
You could try looking at Tariq Rashid's video and book: https://www.youtube.com/watch?v=2sevic5Vy4E https://www.amazon.com/Make-Your-Own-Neural-Network-ebook/dp... NN as a concept is hard since it is taught with math, however, I found his book to be easier than any other books I've read as it uses minimal math and down to earth explanations. Since…
如果你觉得这篇博文差点意思，可以去读读塔里克·拉希德写的《Make Your Own Neural Network》[1]。内容要全面得多，但依然很容易理解。而且它还用 Python 从零手写了神经网络（NN）。1. https://www.amazon.com/Make-Your-Own-Neural-Network/dp/15308...
If you think this blog article is lacking, get "Make Your Own Neural Network" by Tariq Rashid[1]. It is way more comprehensive, but still easy to comprehend. It also uses Python to create NN from scratch. 1. https://www.amazon.com/Make-Your-Own-Neural-Network/dp/15308...
……https://www.amazon.com/Artificial-Intelligence-Modern-Approa... 注意这是一本教科书，价格也是教科书级别的贵……另一本我听说学神经网络挺不错的书是：https://www.amazon.com/Make-Your-Own-Neural-Network/dp/15308... 网上有海量的其他资源——难点在于去粗取精，因为有些资料已经过时了，甚至被认为没啥卵用。有许多研究……
…https://www.amazon.com/Artificial-Intelligence-Modern-Approa... Note that it is a textbook, with textbook pricing... Another one that I have heard is good for learning neural networks with is: https://www.amazon.com/Make-Your-Own-Neural-Network/dp/15308... There are tons of other resources online - the problem is separating the wheat from the chaff, because some of the stuff is outdated or even considered non-useful. There are many research…
……没有任何机器学习方面的经验，你可能会想从吴恩达（Andrew Ng）的课程开始，里面有一小块讲神经网络的内容（多层感知机 MLP 和反向传播），并附带 Matlab/Octave 的代码示例。我觉得它很有用，还有塔里克·拉希德的《Make Your Own Neural Network》。它是用 Python 直接上手写 MLP 的极佳入门教程。
…experience with ML stuff, you might want to start with Andrew Ng's course, which has a small bit on neural networks (MLP and backpropagation), with examples in Matlab/Octave. I found it useful, along with "Make Your Own Neural Network" by Tariq Rashid. Very good intro to coding MLPs directly in Python.
……觉得自己已经理解了大部分基础概念，而且我也把神经网络大量用于创意应用和教学中，我必须说，到目前为止我发现针对初学者最好的资源就是塔里克·拉希德写的《Make Your Own Neural Network》。它真的是从头讲起，一步一步带你在没有任何先验知识的情况下从零构建一个神经网络。真心很棒。
…think I understand most of the fundamental concepts, and I've been using it quite a lot for creative applications and teaching, and I have to say the best resource I've found for beginners, by far, is "Make Your Own Neural Network" by Tariq Rashid. It starts really from the beginning and it takes you through all the steps of building a NN from zero, with no previous knowledge. really good.
我强烈推荐初学者阅读塔里克·拉希德写的《Make Your Own Neural Network》这本书。它用的是 Python 和 Numpy。我之前做人工智能大作业时，就成功把书里的代码改成了我自己的鼠标手绘符号识别器。
I really recommend the book "Make Your Own Neural Network" by Tariq Rashid for beginners. It uses Python and Numpy. I was able to adapt the code for my own mouse-drawn-symbols recognizer for my AI class project.