- Pre-course Q&A session
- Launch stream with course overview
- Course calendar
- Deadline calendar
- FAQ
- Leaderboard
- Course Playlist: Only 2023 Live videos & homeworks
1. Introduction to Machine Learning
- Module materials
- Homework
- Homework solution:
2. Machine Learning for Regression
- Module materials
- Homework
- Homework solution:
3. Machine Learning for Classification
- Module materials
- Homework
- Homework solution:
4. Evaluation Metrics for Classification
- Module materials
- Homework
- Homework solution:
5. Deploying Machine Learning Models
- Module materials
- Homework
- Homework solution:
6. Decision Trees and Ensemble Learning
- Module materials
- Homework
- Homework solution:
- More information: projects.md
8. Neural Networks and Deep Learning
- Module materials
- Homework
- Homework solution:
- Saturn Cloud
- Sign up link: https://bit.ly/saturn-mlzoomcamp
- Write in the chat "I’m participating in ML Zoomcamp" to get 150 hours of compute
- Module materials
- Homework
- Homework solution:
- TODO
10. Kubernetes and TensorFlow Serving
- Module materials
- Homework
- Homework solution:
- TODO
11. KServe (optional)
- Module materials
- No homework
- More information: projects.md
- More information: projects.md
Article (Optional)
- More information: article.md
Competition
TBA
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