import numpy as np import pandas as pd from pandas import Series, DataFrame from sklearn.linear_model import LogisticRegression df = pd.read_csv(‘~/Downloads/advertising.csv’) df = pd.get_dummies(df, columns=[‘Country’]) del df[‘Ad Topic Line’] del df[‘Timestamp’] del df[‘City’] #Query the number of rows & columns df.shape #Assign all columns in the dataset as X variables, excluding ‘Clicked On Ad’ X =