Reproducible Machine Learning with Buildkite

Andy MacKinlay on April 3, 2023Tech Lead, NLP Team — Culture Amp
Learn how Culture Amp uses MLOps and Buildkite to train ML models reproducibly in the cloud. Hear how they coordinate the training process, including fetching the correct data, running code with the appropriate parameters, serializing the model artifact and propagating the artifact to the appropriate places–making the model available in production.