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Applying Classification algorithms on Titanic dataset

import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
import seaborn as sns
import warnings
warnings.filterwarnings('ignore')
df = pd.read_csv('/content/sample_data/titanic.csv')

Description of Dataset

df.head()