logistic regression example

# Import necessary libraries
import pandas as pd
import numpy as np
from sklearn.model_selection import train_test_split
from sklearn.preprocessing import StandardScaler
from sklearn.linear_model import LogisticRegression
from sklearn import metrics
import seaborn as sns

# Load Titanic dataset
titanic = sns.load_dataset('titanic')

# Display the first few rows of the data
titanic.head(10)