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Learn How Machine Learning Can Deliver True Business Value

Decision Management Solutions

Machine learning can improve operations, but only when its predictive models are deployed, integrated, and—most importantly—acted upon. In this workshop you’ll learn how to: Apply machine learning to business operations through the structure of CRISP-DM. Attendees will receive a full recording of the workshop.

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Explaining black-box models using attribute importance, PDPs, and LIME

Domino Data Lab

The plot below is an example of PDPs that show the impact of changes in features like temperature, humidity, and wind speed on the predicted number of rented bikes. PDPs for the bicycle count prediction model (Molnar, 2009). Creating a PDP for our model is fairly straightforward. References. Explainable planning.

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