# ML 相關活動整理
[toc]
- [以下各活動的 Organizer Guide](https://drive.google.com/drive/folders/1FORPId52IH8qc2TRxwZMfHbH9mD4Roye?usp=drive_link)
- 每個 Organizer Guide 裡面都有**免費教學資源**，請一定要去看看

## ML Math Clubs
- [Organizer Guide](https://docs.google.com/presentation/d/1JkL_HCS2669NlWeXfZLvSiORl5xLHYBzyr_MHJ1bwTg/edit?usp=drive_link)

**Recommended steps**
1. Choose learning resources
2. Form a study group in your community and set schedules
3. Study together and share resulting videos
- create and upload videos with the #MLMathClubs tag in a playlist on YouTube
- videos can include weekly group discussions, presentations on the topics you've learned, or recordings of real-time online meetups

**Recommended topics**
- Linear Algebra
- Calculus
- Probability & Statistics

## ML Paper Reading Clubs
規定較多，一定要**親自閱讀Organizer Guide**
- [Organizer Guide](https://docs.google.com/presentation/d/1ZTyc3fyf5EL83m-wAqamX-0tiM3ElueuHDHSND8pJps/edit?usp=drive_link&resourcekey=0-fSHD-ZCvl30FimSf-s18FQ)

****
1. Choose 5+ ML papers, Set an agenda
2. Announce the event
3. Form a group, Set schedule for the event
4. Study together
5. Create videos #MLPaperReadingClubs
6. 可以挑選重點分享部分錄製，或是要直接從頭錄製也可以
7. Complete [ML Paper Reading Club form](https://docs.google.com/forms/d/e/1FAIpQLSciM3LGLaIaRYtJPWDRDp_WeZe8sxcLZTeSL_cLiwLEAL2KbA/viewform?resourcekey=0-hTql-bTHKL-2Wx7GgxKO_Q) once you upload 5 video or reach combined 1000+ views
- 可以獲得精美獎品

## ML Study Jams
- [Organizer Guide](https://docs.google.com/presentation/d/1I6FC3G1lKzEnTblzsczYGZO0kDhIPILYPHwGJqH2Q_Q/edit?usp=drive_link&resourcekey=0-Sh9xAgRuLt9PJdPJLGMQGQ)
- 裡面很多資源，**請親自去看**
**Recommanded Track**
- There are 3 tracks to choose from depending on a community’s preference and circumstances. It is recommended to host tracks sequentially AND/OR to proceed with combined tracks.
1. Track #1 - Study with Kaggle Learn
- offers a no-setup, customizable Jupyter Notebooks environment, access to free GPUs
- huge repository of data & code
- 有證書
2. Track #2 - Study with ML books
- need a custom schedule
3. Track #3 - Study with free online courses
- need a custom schedule

**Recommand steps**
1. Make a group
2. Start your event
3. Open a communication channel

**Study together online**
- You're welcome to host a virtual study jam
- Make sure the participants turn on the camera so you can see if they are focused on the class
- Regular check-in is important for participants stay energized by learning

**Next step after learning**
- Go to check the **ML Study Jams Organizer Guide p27**
## Keras Community Day
- [Organizer Guide](https://docs.google.com/presentation/d/14Ge3A8YNzr2EPNMborXaITWojZNK82cZJOlMgc8ouMY/edit?usp=drive_link&resourcekey=0-t8Hdq5zDrZGPDRWRMKwWGw)
- 時間：~2023/09/30
- **舉辦優先級：低**
- [Keras 官方網站](https://keras.io/)
- Keras 是一個可以適用在 Tensorflow、JAX、PyTorch 的 API，可以用來處理 Image classification、Image segmentation、Object detection 等問題
- Google 在推廣 `Keras` 這個 API，如果有人本來就會這個工具，或是想學習，都可以開設 keras 工作坊
- 而且因為語法簡單，全部操作都被包在 API，我覺得很適合剛踏入 ML 的新手