Online machine learning can change the way you think about data science in production

A stream of data and some decision trees
Photo by Joao Branco on Unsplash

Motivation

Deploying machine learning models into a production environment is a difficult task. Currently, the common practice is to have an offline phase where the model is trained on a dataset. The model is afterwards deployed online to make predictions on new data. Therefore, the model is treated as a static…

Max Halford

Data @ Alan

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