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fix: remove outdated lab picture (#262) #263

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Jul 21, 2025
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fix: remove outdated lab picture (#262) #263

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Binary file removed ...ub-pyspark-hdfs-anomaly-detection-taxi-data/jupyter_hub_3d_isolation_forest.png
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4 changes: 1 addition & 3 deletions docs/modules/demos/pages/jupyterhub-pyspark-hdfs-anomaly-detection-taxi-data.adoc
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Expand Up @@ -118,9 +118,7 @@ You should arrive at your workspace:
image::jupyterhub-pyspark-hdfs-anomaly-detection-taxi-data/jupyterlab_workspace.png[]

Now you can double-click on the `notebook` folder on the left, open and run the contained file.
Click on the double arrow (⏩️) to execute the Python scripts (click on the image below to go to the notebook file).

image::jupyterhub-pyspark-hdfs-anomaly-detection-taxi-data/jupyter_hub_run_notebook.png[link=https://github.com/stackabletech/demos/blob/main/stacks/jupyterhub-pyspark-hdfs/notebook.ipynb,window=_blank]
Click on the double arrow (⏩️) to execute the Python scripts (click on the image above to go to the notebook file).

The Python notebook uses libraries such as `pandas` and `scikit-learn` to analyze the data.
In addition, since the model training is delegated to a Spark Connect server, some of these dependencies, most notably `scikit-learn`, must also be made available on the Spark Connect pods.
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