In this talk, we will explore what MLOps is, MLOps principles and best practices, major tools for MLOps implementation, and several architecture implementations. We will start with a basic ML lifecycle and move forward to best practices of building complicated, fully automated MLOps pipelines.

Speaker

Dmitry Spodarets — founder and chief editor of Data Phoenix, head of R&D and ML competency at VITech.

Presentation