MLOps engineering course

The aim of this project is to apply the CRISP-ML process on a machine learning project which begins with business and data understanding till model deployment and monitoring. The phases of the process are as follows:

[Capstone Project](html/Capstone Project.html)

[Phase I - Business and data understanding](html/Phase I - Business and data understanding.html)

[Phase II - Data engineering/preparation](html/Phase II - Data preparation_engineering.html)

[Phase III - Model engineering](html/Phase III - Model engineering.html)

[Phase IV - Model validation](html/Phase IV - Model testing and validation.html)

[Phase V - Model deployment](html/Phase V - Model deployment.html)

[Phase VI - Model monitoring and maintenance](html/Phase VI - Model monitoring and maintenance.html)