Machine Learning Tutorial Python Pandas: 15. Handling Missing Data | Imputation | Titanic Data Set

#pandastutorials #handlingmissingvalues #nxtgenaiacademy

Machine Learning Tutorial Python Pandas: Handling Missing Data | Imputation | Titanic Data Set

Agenda:
0:00 - Introduction to Missing Data
2:04 - Titanic Data Set
3:17 - Checking Missing Value - isnull() method
6:46 - Checking Missing Value - notnull() method
7:54 - Dropping Missing Value - dropna() method
9:38 - Cleaning/Filling Missing Value - fillna() method
13:52 - Dropping Columns
15:32 - Applying Median to NaN Cells
17:58 - Replace the values - replace() method

_________________________________________________________________

Follow Me :

Note: Use HD view for clear text visible
_________________________________________________________________

Playlist:

* Python for Artificial Intelligence :

* Data Science Process :

_________________________________________________________________

Kindly let me know your feedback for improvement purpose. Feel free to correct any mistakes in case !!

Happy Learning,
Vinoth Rathinam