Python Pandas Tutorial: Top 40 Useful Tricks Part-2

PYTHON PANDAS TUTORIAL: TOP 40 TRICKS PART - 2 ( 11 to 20)
00:20 #11. Correlation Matrix Plot Pandas DataFrame
03:40 #12. Import number column as str
06:05 #13. Read date column from data as Index in DataFrame
09:55 #14. Read data with only specific columns
12:00 #15. Find the percentage of records with missing values
16:50 #16. Reading Multiple Files
22:35 #17. Rearrange Numerical and Categorical Columns
25:20 #18. Label encoding multiple columns
28:07 #19. Finding correlation b/w features and the target variable
31:12 #20. Replace special chars in columns names with an underscore

Watch above video for PYTHON PANDAS TUTORIAL PART 2,
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[sparkartsdistinctions]

Awesome tutorial
in case of label encoder encoding value 0 to male or 1 to female or any random values to variable is like giving high value to that category. It’s biased.

In case of ordinal data it’s useful but still it’s replacing value randomly. eg high school should have low value than graduation and so on.

So my concern is .. is their any better way to encode ordinal data as per required order other than using replace function. Thanks

[chessfreak]

Great content.. And our Indian acccent is also good fyi

[bibhudas]

This tutorial is practical driven but i dont see after #20 . From the thread and vides i do see its been like uploaded 6 months back, is rest videos gonna come or not ?

[rudolfsrudzitis]

Hey, great content. Thumbs up. Can you give us a time frame on when we can expect Part 3?