HyukjinKwon commented on a change in pull request #32835:
URL: https://github.com/apache/spark/pull/32835#discussion_r648792171



##########
File path: python/docs/source/getting_started/ps_10mins.ipynb
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@@ -4,11 +4,11 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# 10 minutes to Koalas\n",
+    "# 10 minutes to pandas APIs on Spark\n",
     "\n",
-    "This is a short introduction to Koalas, geared mainly for new users. This 
notebook shows you some key differences between pandas and Koalas. You can run 
this examples by yourself on a live notebook 
[here](https://mybinder.org/v2/gh/pyspark.pandas/master?filepath=docs%2Fsource%2Fgetting_started%2F10min.ipynb).
 For Databricks Runtime, you can import and run [the current .ipynb 
file](https://raw.githubusercontent.com/databricks/koalas/master/docs/source/getting_started/10min.ipynb)
 out of the box. Try it on [Databricks Community 
Edition](https://community.cloud.databricks.com/) for free.\n",
+    "This is a short introduction to pandas APIs on Spark, geared mainly for 
new users. This notebook shows you some key differences between pandas and 
pandas APIs on Spark. You can run this examples by yourself on a live notebook 
[here](https://mybinder.org/v2/gh/pyspark.pandas/master?filepath=docs%2Fsource%2Fgetting_started%2F10min.ipynb).
 For Databricks Runtime, you can import and run [the current .ipynb 
file](https://raw.githubusercontent.com/databricks/koalas/master/docs/source/getting_started/10min.ipynb)
 out of the box. Try it on [Databricks Community 
Edition](https://community.cloud.databricks.com/) for free.\n",
     "\n",
-    "Customarily, we import Koalas as follows:"
+    "Customarily, we import pandas APIs on Spark as follows:"

Review comment:
       ?




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