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Energy A.I. Hackathon 2024

Home Department Chair and Hackathon Suporter: Prof. Matt Balhoff

Sponsors

Platinum: Pioneer Oil Company Inc., Phillips66

Silver: Chevron, Shell, ExxonMobil, Elizabeth Huth CoatesCharitable Foundation of 1992

Bronze: ComboCurve Inc., General Electric

Coordination and Student Engagement:

Rowan Halliday, Heba Abdel-Rahim, Gabby Banales, Stacia Miller, Samatha Rabinowitz


Energy A.I. 1/2-Day Workshop

Here's the content for the first day workshop.

DAY 1 / January 19th - Energy A.I. Hackathon 2024 Workshop Schedule

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