MACHINE LEARNING ON VMWARE CLOUD PLATFORM – PART 2 - frankdenneman.nl

If we look at the processes after training, they belong to the deployment phase. In this phase, the data science team, or the MLops team, takes a converged model and integrates it into a system or platform that engages with the customer or an end system, like a robot arm or factory installation. A converged model is a model that is trained up to a state where additional training will not improve the model. Why not say, finished model? As the world changes, the model might not be trained to reflect the current state of the world.