Unsupervised Learning - Kmeans Week 11 Challenge

1)

we can use label encoders or onehot encoders for converting the categorical data into numeric

or hamming distance for categorical variables for measuring distance

we can use cosθ for similarity which lies between 0 and 1 where 0 for more similarity and

more the θ lesser the similarity