Venugopal, Kalyanaraman2024-02-092024-02-0910.15786/24721713https://wyoscholar.uwyo.edu/handle/internal/1820https://doi.org/10.15786/24721713This collection contains a set of hands-on lab guides that were created in Spring 2023 to supplement the PETE4990 /PETE 2060 Data Mining courses delivered by the Energy and Petroleum Engineering department. This effort was supported by the UW Libraries Open Textbook Grant in Fall 2022.  Hands-on labs uses open source Orange data mining technology and public oil and gas / energy related datasets.https://creativecommons.org/licenses/by/4.0/Data Mining Techniquesmachine learning-basedOrange Data Mining SoftwareOil and Gasopen educational resource (OER)Petroleum EngineeringHands-on Labeducational resource