Machine Learning Archives

Sign up for ArangoGraph Insights Platform

Before signing up, please accept our terms & conditions and privacy policy.

What to expect after you signup
You can try out ArangoDB Cloud FREE for 14 days. No credit card required and you are not obligated to keep using ArangoDB Cloud.

At the end of your free trial, enter your credit card details to continue using ArangoDB Cloud.

If you decide that ArangoDB Cloud is not (yet) for you, you can simply leave and come back later.

ArangoML Pipeline Cloud – Managed Machine Learning Metadata Service

January 30, 202000GeneralTags: arangoml, Machine Learning

Estimated reading time: 4 minutes

We all know how crucial training data for data scientists is to build quality machine learning models. But when productionizing Machine Learning, Metadata is equally important.

Consider for example:

Capture of Lineage Information (e.g., Which dataset influences which Model?)
Capture of Audit Information (e.g, A given model was trained two months ago with the following training/validation performance)
Reproducible Model Training
Model Serving Policy (e.g., Which model should be deployed in production based on training statistics)

If you would like to see a live demo of ArangoML Pipeline Cloud, join our Head of Engineering and Machine Learning, Jörg Schad, on February 13, 2020 – 10am PT/ 1pm ET/ 7pm CET for a live webinar.