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How to convert datetime format in python?

I have a pandas datetime column and I need to convert to required format.

0   2017-09-27 07:54:20
1   2017-09-27 08:24:04
2   2017-09-27 09:02:06
3   2017-09-27 09:04:14
4   2017-09-27 09:04:18
0   2017-09-27T07:54:20
1   2017-09-27T08:24:04
2   2017-09-27T09:02:06
3   2017-09-27T09:04:14
4   2017-09-27T09:04:18

I have split the column in to two ,add 'T' value and merged together. Is there any efficient way to do this?

Using dt.strftime

#df.date=pd.to_datetime(df.date)

df.date=df.date.dt.strftime('%Y-%m-%dT%H:%M:%S')

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