MLOPS

In this blog we see the ML lifecycle management problem from the bigger perspective, illustrate the importance of CI/CD, and introduce the players involved in this part.

In this fourth blog post we aim to elaborate on a central part of the framework: Modeling.

In this third blog post we aim to elaborate on an important part of the framework: DataOps.

In this second blog post we aim to elaborate on the first step in the framework: Problem Formulation. We will formulate the problem in the literal sense. Furthermore, we will generalize by introducing the players involved in this first phase, as well as the other roles active in the whole MLOps process.