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0 Replies and 282 Views
AutoML - AWS, Azure and GCP accessible equalizer 282 0
Started by Patrick Ng
Not to generate impression of bias toward Azure, refer to the post 04.27.2021 https://www.aapg.org/career/aapg-net/activity/aft/524 “GCP - geek-less AutoML Tables is a very nice user-friendly ML frontend without us writing a single line of code.“ For completeness, AWS SageMaker does similar things and delivers Jupyter Notebook with codes running the AutoML. Perspective - it all boils down to our business need, a) one-off simple execution to get a result, b) building ...
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24 Aug 2022 08:04 AM |
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0 Replies and 285 Views
Cloud getting easier - Azure AutoML Time-Series Forecast 285 0
Started by Patrick Ng
Recall 'Dark Horse' back in a post here November 16, 2017 - https://www.aapg.org/career/aapg-net/activity/aft/105 here is update on interesting actionable twist, i.e., no-code ML model training to deployment. Simply required time-series like data (think production history, wireline log) prepared as comma-separated values (csv file). https://medium.com/data-science-nerd/train-deploy-and-test-a-time-series-forecasting-model-with-automl-e00a9f878d1c Note - 1) AutoML is not just training ...
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20 Aug 2022 08:47 AM |
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0 Replies and 378 Views
Heart of GOLD redux 378 0
Started by Patrick Ng
Beyond sing along with Neil Young 'Heart of Gold', we can expand energy supply - hot and wet mix. From physical, heat to digital (coin mining). https://www.nrel.gov/news/program/2022/mining-and-geothermal-industries-could-strike-gold-through-partnership.html Rephrase 'Oil & Gas Deep Learning and Geothermal Could also Strike GOLD Through Partnership.' Consider we drill more than a million wells a year, gain lots of sampling and knowledge of geology. Deep Learning / whatever algorithms...
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28 Jul 2022 11:02 AM |
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0 Replies and 478 Views
Geothermal Pivot 2022 Datathon 478 0
Started by Patrick Ng
https://www.spegcs.org/events/6411/ We have read in Explorer: 'Existing Infrastructure Could Power Geothermal Revolution' (AAPG Explorer, January 2022) and watched PBS Geothermal video: https://www.pbs.org/newshour/show/why-geothermal-energy-is-being-viewed-as-a-viable-alternative-to-fossil-fuels Now we can get hands on with SPE's datathon (still time to register and play by this Sunday) which will run through July 24, 2022. Sign up at very reasonable $ 15 (non member). SPE member...
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23 Jun 2022 11:01 AM |
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0 Replies and 642 Views
4D goes open source (maybe) 642 0
Started by Patrick Ng
https://www.offshore-mag.com/geosciences/article/14276810/nine-majors-supporting-4d-seismic-rd-programutm_source=OFFDaily&utm_medium=email&utm_campaign=CPS220519097&o_eid=3093J7407178A5X&rdx.ident5Bpull5D=omeda7C3093J7407178A5X&oly_enc_id=3093J7407178A5X If there is one thing this Deep Learning community can all get behind, it is 4D in open source. For 3D, we have the tools - convolutional neural network CNN for image recognition (seismic sections), recurrent neural networ...
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20 May 2022 10:29 AM |
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