TWAI Hamburg: Continuous Delivery for Machine Learning (CD4ML)

ABOUT: You want to include a machine learning component in your IT systems? The process is a little more involved than clicking through an AI tutorial on your laptop. It's not just the first working model you run that you need to consider; you also need to think about things like integration, scaling, and testing. What's more, postlaunch, you'll want to continuously adapt your model to respond to the changing environment. Christoph and Arif will give an introduction into Continuous Delivery for Machine Learning (CD4ML) - a set of tools and processes that ensure that software under development in Machine Learning can be reliably released to production at any time and with high frequency.