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本仓库说明

我希望这个github仓库可以是机器学习和土木工程学科交叉的资料库,如果你有好的想法,好的教程,好的论文或者学习心得,亦或是有问题,都可以push到这个仓库来(当然你需要先会用git),以便分享让更多的人

python基础

  • 传智播客基于linux的python基础课程,本课程极其简单易懂,缺点是太罗嗦,建议搭配可以倍速播放的播放器食用。适用人群:编程基础一般,未来想深入了解python的同学,用于打好基础。
  • 廖学峰的python教程,这个教程有深度,涉及到的面也较广,介绍了很多python的高级用法。但是有些章节有一定难度,理解起来可能有一定困难。适合人群:有一定编程基础,并且想马上深入了解python的同学。实在看不懂的地方,可以配合传智播客的Python课程一起看。

python 进阶

如果想在编程这条路上走的更远,例如将机器学习应用于土木工程领域,再比如想转行做数据分析,学学以下课程。

  • 廖学峰的git教程, 用git管理代码是一个程序员的基础技能
  • 吴恩达的深度学习课程,神经网络学习必备课程
  • 统计学习方法,基础的机器学习方法,数学推导很详尽,逻辑清晰,非常好的入门书籍
  • 机器学习,高屋建瓴,不过需要有一点机器学习基础,否则看起来有点吃力,不适合作为第一本机器学习书籍,可以在看完统计学习方法以后食用。
  • 机器学习实战,Python语言在机器学习方面的实战书籍,可以加深对Python和机器学习的理解。

这里有几个比较好的网站,你也许可以在上面找到你需要的课程:

-慕课网 -网易云课堂

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