Titanic Data Preprocessing

This repository contains the code and resources for preprocessing the Titanic dataset. The dataset is used to predict survival on the Titanic using machine learning.

Tasks Completed:

• Loaded the Titanic dataset.
• Explored and cleaned the data by handling missing values.
• Encoded categorical variables.
• Standardized numerical features.
• Removed outliers using the IQR method.

Files Included:

• titanic_data_preprocessing.py: Python code for preprocessing the dataset.

• Titanic-Dataset.csv: The Titanic dataset used for analysis.

  How to Run:

1. Clone the repository:

   git clone https://github.com/your-username/titanic-data-preprocessing.git