dongjoon-hyun commented on code in PR #36825:
URL: https://github.com/apache/spark/pull/36825#discussion_r893958224


##########
python/docs/source/getting_started/install.rst:
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@@ -155,12 +155,11 @@ Dependencies
 Package       Minimum supported version Note
 ============= ========================= ======================================
 `pandas`      1.0.5                     Optional for Spark SQL
-`NumPy`       1.7                       Required for MLlib DataFrame-based API
 `pyarrow`     1.0.0                     Optional for Spark SQL
-`Py4J`        0.10.9.5                  Required
+`py4j`        0.10.9.5                  Required

Review Comment:
   nit. Use lower cases like `PyPi`'s name.
   - https://pypi.org/project/py4j/
   
   <img width="273" alt="Screen Shot 2022-06-09 at 2 03 16 PM" 
src="https://user-images.githubusercontent.com/9700541/172943976-81dc2738-baa2-4fb6-a5cf-7f6ad53d7baf.png";>



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