January Meetup: Workshop

We're delighted to welcome you to our January pre-event workshop which runs from 5pm to 6pm. If you would also like to attend the talks event from 6pm to 8pm, please sign up at the talks page.

Deploying models into production with vetiver
Myles Mitchell @ Jumping Rivers Ltd

Ever wondered how you would take your machine learning models from development to production? The vetiver framework offers a beginner-friendly and free-to-use interface for versioning, deploying and monitoring your models built in Python and R.

Following on from his NEDS talk in October, Myles will be providing a hands-on workshop which will walk you through the steps of a typical MLOps workflow:

• Preparing your data
• Training a model
• Versioning and deploying your model
• Monitoring your model and detecting model drift

We will be using the Python vetiver package along with the popular scikit-learn toolkit for this demo. However, the equivalent code in R will also be provided and the workshop is intended for anyone with an interest in productionising machine learning models.

The workshop will be taught using a cloud computing environment with all of the dependencies pre-installed. Just remember to bring a laptop with you which can connect to WiFi!