# Introduction In this lab, we will be analyzing the graph of links inside Wikipedia articles to rank articles by relative importance according to the eigenvector centrality. The traditional way to compute the principal eigenvector is to use the power iteration method. Here we will be using Martinsson's Randomized SVD algorithm implemented in scikit-learn. ## 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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