Titanic EDA & Preprocessing Project

Professional & Clean

This project presents a complete Exploratory Data Analysis (EDA) and Data Preprocessing pipeline for the Titanic dataset.

The analysis focuses on understanding passenger survival patterns through statistical exploration and visual insights. Key features such as Age, Sex, Pclass, Fare, and Embarked were analyzed to identify their impact on survival probability.

The preprocessing stage includes:

Handling missing values

Outlier detection

Feature engineering

Encoding categorical variables

Feature scaling

Preparing clean data for machine learning modeling