# BDMI-2022A

**Repository Path**: magicinemaker/BDMI-2022A

## Basic Information

- **Project Name**: BDMI-2022A
- **Description**: Big Data and Machine Intelligence
- **Primary Language**: Python
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 63
- **Created**: 2022-09-13
- **Last Updated**: 2023-01-03

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# BDMI-2022A
Big Data and Machine Intelligence,  Autumn 2022.

## 教学计划 
**每周教学总安排：**  [教学安排-2022A](Schedule/Schedule-2022A.md)

## 教师与助教
Instructor: [Zhen Chen](http://www.icenter.tsinghua.edu.cn/info/1060/1298.htm), [Min Guo](https://github.com/guo-m13), Yisong Zhang, Xiaodong Ma

TAs: Yan-Tian Luo 

## 目录结构
- [Computing](Computing)/ Python-算法-机器学习材料 
- [Logistics](Logistics)/ 签到与团队建设
- [DataSystem](DataSystem)/ 数据系统-数据管理与SQL
- [MachingLearning](MachingLearning)/机器学习与Scikit-learn
- [DeepLearning](DeepLearning)/ 深度学习-机器智能与TensorFlow
- [Schedule](Schedule) 教学安排
- - [Part1](Schedule/Part1)/WWn/  WW1-WW9，前9周教学安排
- - [Part2](Schedule/Part2)/WWn/ WW10-WW15，后9周教学安排
- [Course-Projects](Course-Projects)/ 课程实践任务
- [Readings](Readings)/ 课程课外阅读的论文材料
- [Memos](Memos)
- - [Study-Memo](Study-Memo)/ 课程小结
- - [Memo-Summary](Memo-Summary)/ 课程小结-汇总提纲

## 程序语言学习：
- Python3, Jupyter Notebook (Visual Studio Code)
- TensorFlow2/Scikit-Learn

## 工具使用
- Git(Github\Gitee), 
- Markdown (Typora\Marktext)

# 要求：
## 课程要求：
- 一门程序语言基础
- 微积分，线性代数，概率论基础
- 上课需要自带笔记本电脑

## 课程相关问题和建议
课程相关问题和建议可在该仓库的Issues下面提出，教师和助教会进行回应解答。


# Notice
This course is targeted to general education in a sense, and appropriate for students with lit programming skills with one language.

We would be very grateful if you post your feedback as an issue or pull request in this GitHub.