The main stages of an MLOps application

MLOps applications consists of several stages which might differ according to the individual project requirements. In each case three main phases which an MLOps project runs through:

1. design
2. model development
3. operations

And, remember, MLOps is not a one-way street. We regularly need to update models in production, and changing business requirements or economic conditions might require us to go back to the design stage.