Documentation for explaining Support Vector Machine (SVM)

[shruti-2412]

Create a comprehensive documentation explaining the Support Vector Machine (SVM) algorithm. This should cover how SVM works, parameter tuning, and practical use cases with code examples. Contributors are welcome to add explanations, code samples, and diagrams to make it more informative and accessible. The format of the file should be .md

[Arpitalite]

Hii plzz assign this issue to me
Arpita Kumbhar UEC2022236
SY Entc

[shruti-2412]

You can start working on it.