# data-mining-introduction

**Repository Path**: stars-rivers/data-mining-introduction

## Basic Information

- **Project Name**: data-mining-introduction
- **Description**: 数据挖掘入门介绍
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2021-03-19
- **Last Updated**: 2022-01-25

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# sklearn

- 第一课主要介绍分类回归算法
 https://tianchi.aliyun.com/forum/videoStream.html?spm=5176.11409386.0.0.78d5311fIzF23c&postsId=3774#postsId=3774
- 第二课主要介绍聚类和特征选择算法
 https://tianchi.aliyun.com/forum/videoStream.html?spm=5176.11409386.0.0.74a1311foD0P1U&postsId=3937#postsId=3937
- 第三课主要介绍预处理，模型评估，模型融合(stack & blend 注意：ppt里面写反了)
 https://tianchi.aliyun.com/forum/liveStream.html?spm=5176.11409386.0.0.74a1311foD0P1U&postsId=4962#postsId=4962


# pandas
- 介绍pandas常用方法，包括数据读取与处理
- 视频链接：https://tianchi.aliyun.com/forum/videoStream.html?spm=5176.11409386.0.0.1beb311f0tTQYO&postsId=5315#postsId=5315


# randomForest
- 介绍决策树，随机森林，以及代码实现

# 深度学习
- 目标检测 https://tianchi.aliyun.com/forum/videoStream.html?spm=5176.11409386.0.0.1beb311f0tTQYO&postsId=3269#postsId=3269

# 个人学习求职经历
- 视频链接：https://tianchi.aliyun.com/competition/new_articleDetail.html?spm=5176.8366600.0.0.1686543adgkJAe&raceId=&postsId=2801
- ppt: 链接: https://pan.baidu.com/s/1b9Wx6A 密码: tun5