Data Science, Machine Learning, Artificial Intelligence, Technology, Cybersecurity.
np.random.choice(['Christianity', 'Islam', 'Hinduism', 'Buddhism', 'Atheism'], num_samples) data = { 'Name': names, 'Birthdate': birthdates, 'Age': ages, 'SSN': ssns, 'Religion': religions } return pd.DataFrame(data) # Generate the data data = generate_synthetic_data(100) # Prepare the dataset for