Alejandro Saucedo - The state of Machine Learning Operations in 2019

“The state of Machine Learning Operations in 2019 [EuroPython 2019 - Talk - 2019-07-11 - Singapore [PyData track] [Basel, CH] By Alejandro Saucedo This talk will provide an overview of the key challenges and trends in the productization of machine learning systems, including concepts such as reproducibility, explainability and orchestration. The talk will also provide a high level overview of several key open source tools and frameworks available to tackle these issues, which have been identifyed putting