fit_transform() takes 2 positional arguments but 3 were given with LabelBinarizer

Question

I am totally new to Machine Learning and I have been working with unsupervised learning technique.

Image shows my sample Data(After all Cleaning) Screenshot : Sample

Answer 1

Forget LaberBinarizer and use OneHotEncoder instead.

In case you use a LabelEncoder before OneHotEncoder to convert categories to integers, you can now use the OneHotEncoder directly.