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This exercise introduces advanced DataFrame transformations, including renaming columns, creating new columns, and performing aggregations. These techniques are essential for real-world data analysis tasks. You can test your skills with this **PySpark programming exercise**.
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* **_Cooling Solution_**: If you have a decent cooling solution (such as a good air cooler or an AIO liquid cooler), auto OC will be more effective as it has more headroom for boosting.
