We are a team of software engineers and data scientists from the Swiss AI Center. Over the past two or three years, we have written a comprehensive guide for transitioning ML projects from experimentation to a real production setup.
We selected suitable tools to minimize friction within established workflows and teams, with a particular focus on SMEs by using simple, small components. Our goal is to provide a practical, step-by-step guide to MLOps.
This guide is entirely open source on GitHub and might be of interest to some of you. It is used both to teach students and to train companies in Western Switzerland.
We are a team of software engineers and data scientists from the Swiss AI Center. Over the past two or three years, we have written a comprehensive guide for transitioning ML projects from experimentation to a real production setup.
We selected suitable tools to minimize friction within established workflows and teams, with a particular focus on SMEs by using simple, small components. Our goal is to provide a practical, step-by-step guide to MLOps.
This guide is entirely open source on GitHub and might be of interest to some of you. It is used both to teach students and to train companies in Western Switzerland.