Over the past year I had a great chance working with FB/Instagram data. I wanted to share a few cool things that I have learned and show some ways that others can display and dig into their own marketing data. Note: Obviously I cannot show real brand ad data, so…

Optimizing online advertisements with convolutional neural networks A breif note on the goal of this project: during the process of learning more about deep learning, I was fascinated by how it could be utilized in recommendation systems. Part of my inspiration comes from reading more about how deep learning is…

Combining detailed customer data with machine learning models to better predict default. Banks use the term default to describe any event where a borrower fails to repay either the interest or principal on their loan on time. As such, a default can occur when a borrower is unable to…

Using NLP to bring out deeper insights from e-commerce customer reviews and make business recommendations. Online product reviews are a great source of information from consumers. Without NLP, a 4 star review is just a number rating.