Submit your use case or success story to the 2023 edition of the Dataiku Frontrunner Awards ENTER YOUR SUBMISSION

How to retrain you model using autoML and redeploy it?

Solved!
filipelauar
Level 1
How to retrain you model using autoML and redeploy it?

Hello, 

I have used the autoML tool to train my models and in the end I have a neural network. I would like to retrain (fine tune) this neural network with new data. How can I do it?

0 Kudos
1 Solution
dgraham
Dataiker

Hello,

You could retrain a deployed or saved model from the flow by double-clicking on the model (green diamond), then clicking on 'Retrain' from the Actions menu of the right sidebar.

Alternatively, training of the model could be automated from a scenario. In a scenario, add the "Build / Train" step > click on "Add Model to Build" > then select one or several model(s) > lastly, click on "Run" to execute the scenario. This is described further in the following Knowledge Base article:

https://knowledge.dataiku.com/latest/kb/o16n/automation/Can-I-control-which-datasets-in-my-Flow-get-...

View solution in original post

1 Reply
dgraham
Dataiker

Hello,

You could retrain a deployed or saved model from the flow by double-clicking on the model (green diamond), then clicking on 'Retrain' from the Actions menu of the right sidebar.

Alternatively, training of the model could be automated from a scenario. In a scenario, add the "Build / Train" step > click on "Add Model to Build" > then select one or several model(s) > lastly, click on "Run" to execute the scenario. This is described further in the following Knowledge Base article:

https://knowledge.dataiku.com/latest/kb/o16n/automation/Can-I-control-which-datasets-in-my-Flow-get-...