- Pre-course Q&A session
- Launch stream with course overview
- Course calendar (Google calendar syncselect and for Apple Calendar on macOS/iPhone/iPad see this help)
- Course management platform
- FAQ
- Course Playlist: Only 2023 Live videos & homeworks
- Leaderboard
1. Introduction to Machine Learning
2. Machine Learning for Regression
3. Machine Learning for Classification
4. Evaluation Metrics for Classification
5. Deploying Machine Learning Models
6. Decision Trees and Ensemble Learning
- More information: projects.md
8. Neural Networks and Deep Learning
- Module materials
- Homework
- Homework solution
- Saturn Cloud
- Sign up link: https://zoomcamp.internal.saturnenterprise.io/
10. Kubernetes and TensorFlow Serving
11. KServe (optional)
- Module materials
- No homework
- More information: projects.md
- More information: projects.md
Article (Optional)
- More information: article.md