Hosts: Prof. Michael Pyrcz and Prof. John Foster
Architects: Elnara Rustamzade and Fehmi Ozbayrak
Home Department Chair and Hackathon Suporter: Prof. Matt Balhoff
Platinum: Pioneer Oil Company Inc., Phillips66
Silver: Chevron, Shell, ExxonMobil, Elizabeth Huth CoatesCharitable Foundation of 1992
Bronze: ComboCurve Inc., General Electric
Rowan Halliday, Heba Abdel-Rahim, Gabby Banales, Stacia Miller, Samatha Rabinowitz
Here's the content for the first day workshop.
5 pm – 5:15 pm: Hackathon Welcome, Introduction and Review Plan and Rules, Prof. Balhoff / Prof. Pyrcz
5:15 - 6:30 pm: Essential Energy Data Science, Numpy, Pandas, Git - Prof. Foster
6:30 – 7:00 pm: Feature Importance, Feature Imputation, Engineering and Selection, Multivariate Analysis and Shapley Values Prof. Pyrcz
7:00 – 7:30 pm: Uncertainty Modeling – Prof. Pyrcz
7:30 – 8:00 pm: Machine Learning Basics, Train and Tune Overview of Methods - Prof. Pyrcz
8:00 – 8:30 pm: Machine Learning in Python, scikit-learn and TensorFlow Packages – Prof. Foster
8:30 – 9:00 pm: Introduce the Energy A.I. Hackathon 2024 Problem and Mystery Data Set – Prof. Pyrcz / Prof. Foster
9:00 pm - : Teams Break-out for Initial Data Review and Planning