开发环境、python基础、Jupyter Notebook用法请自行google.
| 第一章 Jupyter Notebook, Pandas ,Numpy和Matplotlib | 章节文件夹 | - |
|---|---|---|
| 1-1 Jupyter Notebook基础 | Jupyter Notebook | - |
| 1-2 Numpy | Jupyter Notebook | - |
| 1-3 Pandas | Jupyter Notebook | - |
| 1-4 Matplotlib | Jupyter Notebook | - |
| 补充代码1: 更多Numpy的操作 | Jupyter Notebook | - |
| 补充代码2: Numpy中的结构数组 | Jupyter Notebook | - |
| 补充代码3: 简单的MNIST数据集数据探索 | Jupyter Notebook | - |
| 第二章 Linear-Regression | 章节文件夹 | - |
| 2-1 Linear-Regression | Jupyter Notebook | - |
| 2-2 练习-北京市住房价格预测 | Jupyter Notebook | - |
| ----- 练习-北京市住房价格预测-答案 | Jupyter Notebook | - |