/mlops_zoomcamp_2024

Teaching practical aspects of productionizing ML services — from training and experimenting to model deployment and monitoring

Primary LanguagePython

MLops_Zoomcamp 2024

Took a part in MLOps Zoomcamp 2024 by DataTalksClub. In this repo my course progress

Here's a syllabus of the course:

  • Module 1: Introduction
  • Module 2: Experiment tracking and model management
  • Module 3: Orchestration and ML Pipelines
  • Module 4: Model Deployment
  • Module 5: Model Monitoring
  • Module 6: Best Practices
  • Project