Antje Barth

Conf42: Machine Learning 2021

From idea to production: Automate your machine learning workflows with pipelines

Developing high-quality machine learning models involve many steps. We typically start with exploring and preparing our data. We experiment with different algorithms and parameters. We spend time training and tuning our model until the model meets our quality metrics, and is ready to be deployed into production. Orchestrating and automating workflows across each step of this model development...