Topics covered include data preprocessing, data warehouse, association, classification, clustering, and mining specific data types such as time-series, social networks, multimedia, and Web data.

Therefore, encapsulating categorical variables into numerical form is paramount for ... import pandas as pd from sklearn.preprocessing import LabelEncoder data = {'Color': ['Red', 'Blue', 'Green ...