🚀 Machine Learning Projects

Explore my ML projects: https://github.com/jiathehuman/machine-learning-projects

Machine learning is a crucial skill in today's data-driven world, enabling predictive insights and automation across industries. Here are some of my key projects:

🏦 Credit Card Default Prediction – Built ML models (k-NN, Naïve Bayes, Logistic Regression) from scratch to classify credit card defaulters, using feature engineering and PCA.

🚗 Car Price Prediction – Developed a linear regression model to estimate used car prices, tackling multicollinearity and using statistical analysis for accurate pricing.

🌹 Romance vs. Horror Films Sentiment Analysis – Analyzed movie scripts and audience sentiment using web scraping, API data, and NLP techniques to compare genre trends.

Visit my GitHub for my full-stack web development projects, and other endeavours!