All of the notebooks you see here have been presented on my YouTube channel, which can be viewed at the link below.

https://www.youtube.com/channel/UCn1O_4_ApzbYwrsUdRoMmOg/

Be sure to like, comment and subscribe to the channel.

Data for each workbook can be found within their respective folders

All data has been obtained from publicly accessible data repositories. Details for the origins of each file is presented below.

• 15_9-19.csv
• 15_9-19A-CORE.csv
• 15-9-19_SR_COMP.LAS
• 15_19_F1B_WLC_PETRO_COMPUTED_INPUT_1

Information on the Volve dataset can be found at: https://www.equinor.com/en/what-we-do/norwegian-continental-shelf-platforms/volve.html

Dutch offshore and onshore well data can be accessed from: https://nlog.nl/en

• L0509WellData.csv
• L0509_comp.las
• P11-A-02_Composite_MEM_Image_NF.las
• P11-A-02_SURV.csv
• NLOG_LIS_LAS_7857_FMS_DSI_MAIN_LOG.DLIS

NLOG_LIS_LAS_3164_7264_l0701_1971_comp.las NLOG_LIS_LAS_2629_8971_l0607_2009_comp.las NLOG_LIS_LAS_2048_8636_l0606_2004_comp.las L0509_comp.las L06-06_Survey.csv

• xeek_train_subset.csv

Data was provided by the FORCE Machine Learning competition with well logs and seismic 2020”
Bormann P., Aursand P., Dilib F., Dischington P., Manral S. 2020. 2020 FORCE Machine Learning Contest. https://github.com/bolgebrygg/Force-2020-Machine-Learning-competition

FORCE: Machine Predicted Lithology https://xeek.ai/challenges/force-well-logs/overview

If you have any suggestions of what you would like to see, please raise a new issue and I will put something together.