Rebecca Bilbro - Thrifty Machine Learning| PyData Global 2020

Talk We live with an abundance of ML resources; from open source tools, to GPU workstations, to cloud-hosted autoML. What’s more, the lines between AI research and everyday ML have blurred; you can recreate a state-of-the-art model from arxiv papers at home. But can you afford to? In this talk, we explore ways to recession-proof your ML process without sacrificing on accuracy, explainability, or value. Speaker Rebecca is a machine learning engineer, Python and Go programmer, teacher, speaker, and author in