UCB DS100 讲义《数据科学的原理与技巧》校对活动正式启动 | ApacheCN

Love The Way You Lie 2023-06-26 08:19 14阅读 0赞

贡献指南：https://github.com/apachecn/ds100-textbook-zh/blob/master/CONTRIBUTING.md

整体进度：https://github.com/apachecn/ds100-textbook-zh/issues/2

项目仓库：https://github.com/apachecn/ds100-textbook-zh

--------------------

# 贡献指南 #

> 请您勇敢地去翻译和改进翻译。虽然我们追求卓越，但我们并不要求您做到十全十美，因此请不要担心因为翻译上犯错——在大部分情况下，我们的服务器已经记录所有的翻译，因此您不必担心会因为您的失误遭到无法挽回的破坏。（改编自维基百科）

负责人：

*  飞龙：562826179

## 章节列表 ##

*  [Web 技术][Web]
    
     *  [超文本传输协议][Link 1]
 *  [处理文本][Link 2]
    
     *  [python 字符串方法][python]
     *  [正则表达式][Link 3]
     *  [regex 和 python][regex _ python]
 *  [关系数据库和 SQL][SQL]
    
     *  [关系模型][Link 4]
     *  [SQL][SQL 1]
     *  [SQL 连接][SQL 2]
 *  [建模与估计][Link 5]
    
     *  [模型][Link 6]
     *  [损失函数][Link 7]
     *  [绝对损失和 Huber 损失][Huber]
 *  [梯度下降与数值优化][Link 8]
    
     *  [使用程序最小化损失][Link 9]
     *  [梯度下降][Link 10]
     *  [凸性][Link 11]
     *  [随机梯度下降法][Link 12]
 *  [概率与泛化][Link 13]
    
     *  [随机变量][Link 14]
     *  [期望和方差][Link 15]
     *  [风险][Link 16]
 *  [线性模型][Link 17]
    
     *  [预测小费金额][Link 18]
     *  [用梯度下降拟合线性模型][Link 19]
     *  [多元线性回归][Link 20]
     *  [最小二乘-几何透视][-]
     *  [线性回归案例研究][Link 21]
 *  [特征工程][Link 22]
    
     *  [沃尔玛数据集][Link 23]
     *  [预测冰淇淋评级][Link 24]
 *  [偏方差权衡][Link 25]
    
     *  [风险和损失最小化][Link 26]
     *  [模型偏差和方差][Link 27]
     *  [交叉验证][Link 28]
 *  [正规化][Link 29]
    
     *  [正则化直觉][Link 30]
     *  [L2 正则化：岭回归][L2]
     *  [L1 正则化：LASSO 回归][L1 _LASSO]
 *  [分类][Link 31]
    
     *  [概率回归][Link 32]
     *  [Logistic 模型][Logistic]
     *  [Logistic 模型的损失函数][Logistic 1]
     *  [使用逻辑回归][Link 33]
     *  [经验概率分布的近似][Link 34]
     *  [拟合 Logistic 模型][Logistic 2]
     *  [评估 Logistic 模型][Logistic 3]
     *  [多类分类][Link 35]
 *  [统计推断][Link 36]
    
     *  [假设检验和置信区间][Link 37]
     *  [置换检验][Link 38]
     *  [线性回归的自举（真系数的推断）][Link 39]
     *  [学生化自举][Link 40]
     *  [P-HACKING][]
 *  [向量空间回顾][Link 41]

## 流程 ##

### 一、认领 ###

首先查看[整体进度][Link 42]，确认没有人认领了你想认领的章节。

然后回复 ISSUE，注明“章节 + QQ 号”（一定要留 QQ）。

### 二、校对 ###

需要校对：

1.  语法
2.  术语使用
3.  文档格式

如果觉得现有翻译不好，重新翻译也是可以的。

### 三、提交 ###

*  `fork` Github 项目
 *  修改`docs`中的文档。
 *  `push`
 *  `pull request`

请见 [Github 入门指南][Github]。

[Web]: https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/7.md
[Link 1]: https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/7.1.md
[Link 2]: https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/8.md
[python]: https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/8.1.md
[Link 3]: https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/8.2.md
[regex _ python]: https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/8.3.md
[SQL]: https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/9.md
[Link 4]: https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/9.1.md
[SQL 1]: https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/9.2.md
[SQL 2]: https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/9.3.md
[Link 5]: https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/10.md
[Link 6]: https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/10.1.md
[Link 7]: https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/10.2.md
[Huber]: https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/10.3.md
[Link 8]: https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/11.md
[Link 9]: https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/11.1.md
[Link 10]: https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/11.2.md
[Link 11]: https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/11.3.md
[Link 12]: https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/11.4.md
[Link 13]: https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/12.md
[Link 14]: https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/12.1.md
[Link 15]: https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/12.2.md
[Link 16]: https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/12.3.md
[Link 17]: https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/13.md
[Link 18]: https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/13.1.md
[Link 19]: https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/13.2.md
[Link 20]: https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/13.3.md
[-]: https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/13.4.md
[Link 21]: https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/13.5.md
[Link 22]: https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/14.md
[Link 23]: https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/14.1.md
[Link 24]: https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/14.2.md
[Link 25]: https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/15.md
[Link 26]: https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/15.1.md
[Link 27]: https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/15.2.md
[Link 28]: https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/15.3.md
[Link 29]: https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/16.md
[Link 30]: https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/16.1.md
[L2]: https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/16.2.md
[L1 _LASSO]: https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/16.3.md
[Link 31]: https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/17.md
[Link 32]: https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/17.1.md
[Logistic]: https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/17.2.md
[Logistic 1]: https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/17.3.md
[Link 33]: https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/17.4.md
[Link 34]: https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/17.5.md
[Logistic 2]: https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/17.6.md
[Logistic 3]: https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/17.7.md
[Link 35]: https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/17.8.md
[Link 36]: https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/18.md
[Link 37]: https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/18.1.md
[Link 38]: https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/18.2.md
[Link 39]: https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/18.3.md
[Link 40]: https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/18.4.md
[P-HACKING]: https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/18.5.md
[Link 41]: https://github.com/apachecn/ds100-textbook-zh/blob/master/docs/19.md
[Link 42]: https://github.com/apachecn/ds100-textbook-zh/issues/2
[Github]: https://github.com/apachecn/kaggle/blob/master/docs/GitHub