My capstone team completed a forecasting dashboard in partnership with Adobe Systems, Inc. (NASDAQ: ADBE) for monthly active users (MAU) using a long short-term memory (LSTM) model with 5% mean absolute percent error over a 16 week period. My paper discusses cross-validation results, model hyperparameters, and application/systems engineering.
You can download a PDF version of my paper on this site if you are on a desktop. My co-authors have written separate papers for this project and you can contact me if you would like to request their paper.
Contact: rosendin@berkeley.edu
© Matthew Rosendin 2018.