This repository contains a machine learning project for email spam detection. It includes data preprocessing, model training, evaluation, and deployment using Python and scikit-learn.
I am passionate about data science and machine learning, with a keen interest in solving real-world problems using technology. This project on email spam detection showcases my skills in building predictive models, analyzing data, and deploying machine learning solutions.
- Introduction: Overview of the email spam detection project.
- Data Cleaning: Techniques for preprocessing and cleaning datasets.
- Model Building: Implementation of logistic regression models for spam detection.
- Model Evaluation: Assessment of model performance using various metrics.
- Future Work: Plans for expanding the project with advanced techniques and applications.