Ready to watch?

To access this and all other video sessions from our past events create your FREE account today!

Already have an account? Login
Bas Geerdink  - 1 year ago
The state of MLOps - machine learning in production at enterprise scale
expand_more
Machine learning models are powering the finance, retail, energy, and healthcare sectors. The growth in popularity of AI comes with some new challenges; models cannot live on their own and have to be incorporated into production environment. To that extent programming frameworks, tools and infrastructure are evolving at an enormous pace. New architectures and design patterns have arrived to work with these new technologies. One important field of research is MLOps, which has evolved into a way of working and set of best practices to deploy, test, manage, and monitor machine learning models in production. In this session, we’ll explore this relatively new subject. Bas will explain the need for MLOps, dive into the tools and techniques, and give some examples of real-world solutions.
Featured jobs
supervisor_account denkwerk GmbH
room Cologne, Germany
stars Intermediate
translate German
JavaScript
supervisor_account BENOCS GmbH
room Berlin, Germany
stars Intermediate
translate English
Python
Kubernetes
Linux
+2
supervisor_account ASFiNAG
room Vienna, Austria
stars Intermediate
euro_symbol 60-85K
translate German
Data Warehouse
ETL