# Introduction This lab demonstrates how to perform linear regression with sparsity using the diabetes dataset from scikit-learn. We will fit only two features of the dataset and plot the results to illustrate the concept of sparsity. ## VM Tips After the VM startup is done, click the top left corner to switch to the **Notebook** tab to access Jupyter Notebook for practice. Sometimes, you may need to wait a few seconds for Jupyter Notebook to finish loading. The validation of operations cannot be automated because of limitations in Jupyter Notebook. If you face issues during learning, feel free to ask Labby. Provide feedback after the session, and we will promptly resolve the problem for you.
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