Complete Feature Engineering Bootcamp in Hindi: Part 1

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Video Materials Here:
All Notebooks and Notes are provided here

https://github.com/data-guru0/UDEMY-F...

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Timestamps ⌚
00:00 What is Feature Engineering?
09:27 Introduction to Encoding Techniques
13:37 One Hot Encoding
29:51 Label Encoding
34:34 Ordinal Encoding
45:09 Introduction to Scaling Techniques
54:00 Standardization
01:14:18 Normalization
01:27:14 Introduction to Outlier Handling
01:35:50 Z-Score
01:50:43 IQR
02:08:03 Percentile Method
02:19:04 Winsorization
02:34:40 Intro to Mathematical Transformations
02:45:57 Log Transformation
03:09:37 Reciprocal Transformation
03:20:02 Box Cox Transformation
03:37:06 Yeo Johnson Transformation

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