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Machine Learning Operations (MLOps) zoomcamp

This is a 3 months long program that focuses on hands on practice in MLOps.

The course consists of weekly modules and homework. The final weeks, one needs to develop a machine learning project from scratch to finish the course and get the certificate.

Topics covered:

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

Tools/tech used:

*https://github.com/DataTalksClub/mlops-zoomcamp/tree/main

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