https://github.com/255doesnotexist/ysudataanalyze2024spring
燕山大学马川老师教授的“Python 小白玩数据”课程 2024 年春季学期的相关讲义及作业参考答案。仅供参考学习，文档一切版权、分发权仍归原作者所有。
https://github.com/255doesnotexist/ysudataanalyze2024spring
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燕山大学马川老师教授的“Python 小白玩数据”课程 2024 年春季学期的相关讲义及作业参考答案。仅供参考学习，文档一切版权、分发权仍归原作者所有。
- Host: GitHub
- URL: https://github.com/255doesnotexist/ysudataanalyze2024spring
- Owner: 255doesnotexist
- Created: 2024-04-16T10:57:36.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2024-04-16T13:08:52.000Z (over 1 year ago)
- Last Synced: 2025-01-11T19:50:52.434Z (11 months ago)
- Language: Jupyter Notebook
- Size: 14.6 MB
- Stars: 0
- Watchers: 1
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
[中文版 README 看这里。](https://github.com/255doesnotexist/YSUDataAnalyze2024Spring/blob/main/README_zh-CN.md)
# Yanshan University Python Data Analysis Spring 2024 Semester
This repository includes most of the learning materials from Professor Machuan's Python data analysis course at Yanshan University. The resources include course guides presented in Jupyter notebook format, interactive classroom exercises, challenging homework assignments, and my reference solutions.
The content in this repository is for reference and learning purposes only. All copyrights and distribution rights of the documents belong to the original authors. Some of the materials are sourced from the internet and organized by the professor into Jupyter notebook format for teaching purposes.
## Table of Contents
- [Course Guides](#course-guides)
- [Classroom Exercises](#classroom-exercises)
- [Homework Assignments](#homework-assignments)
- [Reference Solutions](#reference-solutions)
## Course Guides
The course guides consist of a series of Jupyter notebooks that provide in-depth explanations and practical guides on data analysis libraries such as Pandas, Numpy, Matplotlib, etc. The McTitanic dataset is used as an example for analysis.
For a better learning experience, it is highly recommended to take Professor Machuan's elective course.
## Reference Solutions
This repository provides reference solutions for the homework assignments (work in progress). Please note that these solutions are only for learning reference, and it is encouraged to independently complete the assignments for the best learning outcome.
## Getting Started
To use this code repository, first clone the repository to your local machine:
```bash
git clone https://github.com/255doesnotexist/YSUDataAnalyze2024Spring.git
```
## References
> Numpy、Pandas、Matplotlib are refered from：[WeChat Gongzhonghao“王的机器”](https://mp.weixin.qq.com/s/Fo-UIGnsoU2nBVLxSw_nVw)
> Titanic partial reference link：[**Kaggle-Titanic Datasets:** https://www.kaggle.com/c/titanic](https://www.kaggle.com/c/titanic)
> Reference link：https://blog.csdn.net/zongzi009/article/details/82391034
> Reference link：https://github.com/massquantity/Kaggle-Titanic
> Reference link：https://tianchi.aliyun.com/notebook-ai/detail?spm=5176.12282042.0.0.1dce2042NBc6J6&postId=6772