Ongoing Challenges

<aside> 💡 Everyone is welcome to share the challenge you're working on / the case you find interesting! We can discuss and solve together.

</aside>

❓ Where to find the Challenges

🌐 Global

Kaggle: https://www.kaggle.com/competitions

DrivenData: https://www.drivendata.org/competitions/

🇨🇳 China

Alibaba: https://tianchi.aliyun.com/

Baidu: https://aistudio.baidu.com/aistudio/competition

Tencent: https://algo.qq.com/

iFlytek: https://challenge.xfyun.cn/

DataCastle: https://www.dclab.run/index.html

DataFountain: https://www.datafountain.cn/competitions/

🏦 Local

Jiangsu Provincial: https://www.jseedata.com/

📕 Useful Resources

🚩 Baselines & Toplines

https://github.com/datawhalechina/competition-baseline

👨‍💻 Open-source Tools, Frameworks, Models

Open-source Projects

Quick Learning Path

→ Python

→ Python DS Libraries

→ STATS & MATH

→ Machine Learning & Deep Learning Basics

→ Python ML/DL Libraries & Tutorials

Study Materials

Quick Learning Path

General

Data Science

** 🔷Duke also has a DS Competition class: COMPSCI 474 - Data Science Competition, but it has a relatively higher level of pre-reqs.