Session 53 - Session on Multicollinearity | DSMP 2023

Published: 01 January 1970
on channel: CampusX

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Code - https://colab.research.google.com/dri...

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Task 53 Link - https://colab.research.google.com/dri...
Task 53 Solution Link - https://colab.research.google.com/dri...
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| *Chapters* |
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00:00:00 - Session start
00:05:20 - Agenda
00:10:38 - What is Multicollinearity
00:18:07 - When is Multicollinearity bad?
00:33:10 - Multicollinearity (Mathematically)
00:38:07 - Perfect Multicollinearity
00:53:51 - Non-Perfect Multicollinearity
01:21:33 - Ty pes of Multicollinearity
01:28:40 - How to detect Multicollinearity
01:30:02 - Correlation
01:33:52 - VIF (Variance Inflation Factor)
01:42:44 - Condition Number
01:50:45 - How to remove Multicollinearity
01:59:37 - Doubt clearance & Session end

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