How to set up and reproduce data science experiments

30 Minutes

5 learning resources

Learning Path Pages

In this learning path, you will learn how to set up data science projects. You will also learn how to consistently reproduce or execute Jupyter notebooks in the data science projects and serve the developed models in the form of a web service on top of Red Hat OpenShift.

For the best experience in this learning path, we suggest that you complete the following learning resources in the order shown. When you click on a resource, it will open in a new tab. Keep this page open so you can easily move on to the next resource!

Start your Jupyter notebook server Red Hat OpenShift Data Science is a managed

Explore data, notebooks, and models After starting your server, three sections

Review and reproduce notebooks The peer-review repository is structured to serve

Reproduce notebooks with custom data Replicating the experiments with custom

Serve the model To serve the model, you need to update files in the notebook to

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