100 Days of Machine Learning | CampusX - Function Transformer | Log Transform | Reciprocal Transform | Square Root Transform

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 ============================ Do you want to learn from me? Check my affordable mentorship program at : https://learnwith.campusx.in/s/store ============================ 📱 Grow with us: CampusX' LinkedIn: https://www.linkedin.com/company/campusx-official CampusX on Instagram for daily tips: https://www.instagram.com/campusx.official My LinkedIn: https://www.linkedin.com/in/nitish-singh-03412789 Discord: https://discord.gg/PsWu8R87Z8 Instagram: https://www.instagram.com/campusx.official E-mail us at [email protected] ⌚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