📣 Community Update
UnionML [Niels Bantilan - Union.ai]
Community Update: Slides / Recording
Katrina Rogan starts with the all-new Flyte 1.0 Phoenix release update, the recaps the MLOps meetup & PyCon US 2022, announces the upcoming Freenome presentation on May 17th, followed by the roadmap for Flyte 1.1.
Niels Bantilan introduces UnionML - the easiest way to build and deploy machine learning microservices. The core question being asked is whether or not it is possible to define a standard set of ML methods to be reused across different contexts.
Niels walks through a locally-executed UnionML app, starting with the dependencies, following by a dataset, a model, a reader method, a model trainer, a predictor method, and ending with an evaluator function.
Niels then demos a QuickDraw application that is able to take an input of pixel values (drawing) and make a prediction of that drawing.
UnionML is used remotely to scale training jobs to then connect to Flyte, and can also be used locally.