README.md

Machine Learning Zoomcamp 2023

• Pre-course Q&A session
• Launch stream with course overview
• Course calendar
• Deadline calendar
• FAQ
• Course Playlist: Only 2023 Live videos & homeworks
• Leaderboard
  • Private leaderboad
  • Public top-100 leaderboard

Syllabus

1. Introduction to Machine Learning

• Module materials
• Homework
• Homework solution:
  • Notebook

2. Machine Learning for Regression

• Module materials
• Homework
• Homework solution:
  • Notebook

3. Machine Learning for Classification

• Module materials
• Homework
• Homework solution:
  • Notebook

4. Evaluation Metrics for Classification

• Module materials
• Homework
• Homework solution:
  • Notebook

5. Deploying Machine Learning Models

• Module materials
• Homework
• Homework solution:
  • Code

6. Decision Trees and Ensemble Learning

• Module materials
• Homework
• Homework solution:
  • Notebook

Midterm Project

• More information: projects.md

8. Neural Networks and Deep Learning

• Module materials
• Homework
• Homework solution:
  • Notebook
• 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

9. Serverless Deep Learning

• Module materials
• Homework
• Homework solution:
  • TODO

10. Kubernetes and TensorFlow Serving

• Module materials
• Homework
• Homework solution:
  • TODO

11. KServe (optional)

• Module materials
• No homework

Capstone Project

• More information: projects.md

Capstone Project 2

• More information: projects.md

Article (Optional)

• More information: article.md

Competition

Competition

Submit your progress and learning in public links here