As companies move from building models to buying models the focus shifts from tooling and platforms focused solely on model development to tools and platforms focused on the overall usage, consumption, and management of models. Machine Learning Model Operationalization Management, referred to as “MLOps”, is focused on the lifecycle of model development and usage, machine learning model operationalization, and deployment.
Continue reading AI Today Podcast #133: Challenges of Managing ML Models: Interview with Luke Marsden, Dotscience at Cognilytica.