# How to use machine learning model made in python for prediction in node red in IBM Cloud

**URL:** https://discourse.nodered.org/t/how-to-use-machine-learning-model-made-in-python-for-prediction-in-node-red-in-ibm-cloud/29344
**Category:** General
**Created:** [1 July 2020 23:29 UTC](https://discourse.nodered.org/t/how-to-use-machine-learning-model-made-in-python-for-prediction-in-node-red-in-ibm-cloud/29344 "2020-07-01T23:29:26Z")
**Posts on this page:** 3
**Page:** 1

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### Author: ![deekshaha](https://avatars.discourse-cdn.com/v4/letter/d/e47c2d/32.png) [@deekshaha](https://discourse.nodered.org/u/deekshaha)
#### Post date: [1 July 2020 23:29 UTC](https://discourse.nodered.org/t/how-to-use-machine-learning-model-made-in-python-for-prediction-in-node-red-in-ibm-cloud/29344/1 "2020-07-01T23:29:27Z")

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Hi, I want to deploy my machine learning model made using python in jupyter notebook, I have saved model using python pickle, and final model is saved as model.pkl

Now, I want to use this model in nodeRed which is hosted on IBM Cloud. Can anyone tell how to use this trained model in nodeRed and make predictions. I don't want to use IBM Machine Learning service as this provides only 5000 predictions with lite account?

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### Author: ![deekshaha](https://avatars.discourse-cdn.com/v4/letter/d/e47c2d/32.png) [@deekshaha](https://discourse.nodered.org/u/deekshaha)
#### Post date: [1 July 2020 23:29 UTC](https://discourse.nodered.org/t/how-to-use-machine-learning-model-made-in-python-for-prediction-in-node-red-in-ibm-cloud/29344/2 "2020-07-01T23:29:42Z")

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I have seen Predictor node in nodeRed machine learning package, but it asks for path to trained model and model name, so if I can use that, kindly tell if this node accepts .pkl type saved model and if yes, where to store model in IBM Cloud so that predictor node can access the model.

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### Author: ![system](https://us1.discourse-cdn.com/flex026/uploads/nodered/original/1X/d073cd938eafa2e558d7c2cd59003b3ef4963033.png) [@system](https://discourse.nodered.org/u/system)
#### Post date: [30 August 2020 23:29 UTC](https://discourse.nodered.org/t/how-to-use-machine-learning-model-made-in-python-for-prediction-in-node-red-in-ibm-cloud/29344/3 "2020-08-30T23:29:52Z")

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