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Data, Models and Machine Learning in the Energy Sector
Introduction and Learning Objectives
Introduction and Learning Objectives (2:49)
The Energy Sector and Data Science Applications
The Intersection of Data Science and Energy (13:02)
Data and Data Sources in the Energy Sector
What data are needed? (8:59)
Data Sources (13:25)
Models in Data Science and Energy
Physics-based, statistical and machine learning models (12:57)
Example Problem: Exploring energy use in a building in Colorado, USA
Before we start
Walking Through the Example Problem (12:16)
Wrap Up and Course Feedback
Wrap Up (1:15)
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