# Step 2 - Convert Gender to number
from sklearn.preprocessing import LabelEncoder
labelEncoder_gender =  LabelEncoder()
X[:,0] = labelEncoder_gender.fit_transform(X[:,0])

# Optional - if you want to convert X to float data type
import numpy as np
X = np.vstack(X[:, :]).astype(np.float)