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Frequent Visitor

Can I incorporate live queries to a machine learning model in a PowerBI report?

Let's say I have a machine learning model that's sat listening to a REST endpoint. I want to be able to select some parameters (ideally using slicers), and have PowerBI hit the endpoint with those parameters and display the prediction that's returned in a table visual.

 

Is such a thing possible? I'm pretty confident that I could do it using the Web datasource and Query Parameters, but that would't be responsive or intuitive enough for an end user to be able to use the report effectively.

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Post Partisan
Post Partisan

Re: Can I incorporate live queries to a machine learning model in a PowerBI report?

Yes you can do that. Follow this steps to incoporate Power BI with AI:

  • Create a dataflow with the input data
  • Create and train a machine learning model
  • Review the model validation report
  • Apply the model to a dataflow entity
  • Using the scored output from the model in a Power BI report

 

Highlighted
Frequent Visitor

Re: Can I incorporate live queries to a machine learning model in a PowerBI report?

That's not really what I'm after unfortunately; I already have the model trained and hosted elsewhere, and I want to pass data to that existing model to fetch predictions based on selected values in slicers. I'm not looking to train a new model through PowerBI.

 

Thanks

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