- Seminar to teach members of Data Science Lab, focusing on essential technologies for model deployment such as API, Docker and AWS.
- Personally planned and created all the seminar content.
- The seminar can be rewatched via the following YouTube link.
- The seminar materials are available in the
seminar
folder above.
Date | Content | Youtube Link | Docs |
---|---|---|---|
7/19 | python tips & API | week1 | week1 docs |
7/26 | Linux & Docker | week2 | week2 docs |
8/2 | Network & FastAPI | week3 | week3 docs |
8/9 | AWS & GCP | week4 | week4 docs |
8/23 | Deeper into FastAPI & Deployment | week5 | week5 docs |
Date | Content | Youtube Link | Docs |
---|---|---|---|
1/2 | Deploying ML Models with Docker | week6 | week6 docs |
1/8 | CI/CD using Github Actions | week7 | week7 docs |