Answer The following questions :

a) Mention how one hot encoding helps to handle the categorical attributes in data. Why do we need to perform scaling of features in a data set before applying machine learning methods? Explain with an example.

b)What do we achieve by kernel trick in case of SVM classifier? Can we use this trick for arbitrary dimensions?

please answer in details.