Capstone Data Analysis

July 31, 2025

Titanic Survival Analysis Capstone

(See on GitHub)

Overview

Analyze Titanic passenger data to uncover survival patterns using AI.

Dataset

Titanic data from Seaborn: https://github.com/mwaskom/seaborn-data

Key Findings

• Gender & class strongly influence survival.
• Children and first class passengers fared better.

Recommendations

• Enhance lifeboat protocols by deck.
• Target safety briefings for lower class groups.

AI Support

Used Logistic Regression via Scikit Learn in Google Colab for modeling.