Titanic passenger survival prediction

Prediction of Titanic's passenger survival using ML

Data Handling

• Importing Data with Pandas • Cleaning Data • Exploring Data through Visualizations with Matplotlib

Data Analysis

Applied Feature engineering with Logistic Regression, Decision Tree and Random Forest Model

Visualization of survival rate of passengers according to Age: (Created with Tableau)

Best Kaggle prediction was by using Random Forest Model with max_depth = 10

Competition Website: https://www.kaggle.com/c/titanic/submissions