More details, actual dates and details coming soon (hopefully sooner than 2042).
GopherCon Community Day is appropriately named because it’s all about the community, meeting new people, and learning together. In this spirit, we are organizing a community day room focused on the ever growing Go data science, numerical computing, data, etc. community, GopherData, along with some of the major Go projects in those areas!
In this hands on workshop, we will deploy the training and inference of a machine learning model into a distributed, Docker-ized pipeline with Pachyderm. The machine learning pipeline will be full reproducible and have complete provenance for results. That is, we will be able to track exactly which models produced which results and which training data sets were used to create which models, etc. Moreover, we will demonstrate how to update production models and automatically keep data pipelines in sync with data/code changes.