Function Transformer | Log Transform | Reciprocal Transform | Square Root Transform
Channel: CampusX
Date: 2021-04-16

Function Transformer is a versatile tool for transforming features, with Log and Reciprocal Transforms being useful for handling skewed or non-linear data.

Code Used : https://github.com/campusx-official/100-days-of-machine-learning/tree/main/day30-function-transformer

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⌚Time Stamps⌚

00:00 - Intro
00:23 - Revision - Mathematical Transformations
05:40 - Function Transformer
07:15 - How to find if the data is normal?
08:46 - QQ Plots
11:10 - Log Transform
14:08 - Three more transforms
14:10 - Reciprocal Transform
15:04 - Square Transform
15:57 - Example with Titanic Dataset