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RadovanOresky
Partner Ambassador
Partner Ambassador

Experiment (dataset) update process (life-cycle)?

Hi, is it possible to update the dataset which is used in the ML experiment?

I have training data that is updated every day and (possibly) new rows are added. What I would like to achieve is to use the same ML experiment that is already setup, and just see that the training dataset was updated, run the new version and deploy a better model.

But, when I look at the experiment's dataset overview, I see that it didn't update and only initial values are taken into training.

autoML_experiment_update.PNG

 

 

 

Or is this just not accurate and autoML will take new data into consideration when I run the next version of the experiment?

Qlik AutoML 

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RadovanOresky
Partner Ambassador
Partner Ambassador
Author

I researched it from multiple angles and figured out that this is currently not possible. I also realized that it would be helpful to be able to update the available ML deployment by a new version of a model.

I summarized both suggestions in a new idea:

https://community.qlik.com/t5/Suggest-an-Idea/AutoML-Experiment-dataset-and-Deployment-update-proces...