Click-Through Rate Prediction

• Trained models to predict if an ad on the internet will be clicked using 8 GB of data provided.
• Beat the benchmark score by experimenting with different machine learning models and online learning.
• Obtained a 92% reduction in training time and an increase in accuracy by building logistic regression models on Vowpal Wabbit.
• Tech Stack - Vowpal Wabbit, Python, Machine Learning