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Deep Learning/Machine Learning Technical Interest Group (TIG)

Applying new analytics, neural networks, computational approaches using structured and unstructured data, and also training neural networks with supervised and unsupervised algorithms. Chaired by Patrick Ng and Andrew Munoz.

Deep Learning - Machine Learning TIG

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0 Replies and 348 Views Risk averse - to be, or not to be 348 0 Started by Patrick Ng In 2019, over a series of AAPG Analytics / Machine Learning Workshops across different regions, I posed this question to participants, “would you be ready to fly on 737 Max when it re-enters service” In sessions attended by mostly engineers and data scientists, fewer than three hands were raised. However, in one hosted by the Kansas Geological Survey, half a dozen participants raised theirs. Interpretation It may be attributable to professional mindsets, e.g., geologists more explorationist (r...

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18 Mar 2020 07:13 PM

0 Replies and 343 Views Watch Subsurface Data Analytics and Machine Learning by Dr. Michael Pyrcz 343 0 Started by Bogdan Michka Watch Subsurface Data Analytics and Machine Learning, a Distinguished Lecture talk given by Michael Pyrcz during 2019-20 AAPG DL Season. https://www.aapg.org/career/training/in-person/distinguished-lecture/presentation/articleid/56434/michael-pyrcz-subsurface-data-analytics-and-machine-learning Abstract: Every energy company that I visit is interested in growing internal capabilities to add value with data analytics and machine learning. Energy has a long history of working with large, ...

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03 Mar 2020 03:33 PM

0 Replies and 287 Views Excel-Based Random Forest Machine Learning Algorithms: Programming and Application 287 0 Started by Susan Nash Check out the link: https://www.aapg.org/career/training/in-person/short-courses/details/ispreview/true/articleid/563881743109-overview To give you a powerful new tool for your reservoir, reserves, supply chain, water management, and other models, AAPG is offering a machine learning course that jump-starts you into building powerful Random Forest algorithms without having to program in Python or R. You simply use Excel and Visual Basic, and your instructors will guide you as you build a too...

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03 Mar 2020 11:11 AM

0 Replies and 453 Views Azure, AWS and GCP - Plug and Play 453 0 Started by Patrick Ng Hot off the press from Azure https://www.cnbc.com/2019/11/04/microsofts-azure-arc-lets-customers-use-its-tools-on-other-clouds.html Expect AWS and GCP, if not sooner, interoperability to match. p.s. recall May 2019 Q1 snapshot post, 'Predict by 2020, kubernetes will afford true interoperability among different cloud platforms', Azure Arc beats that by a quarter!

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04 Nov 2019 02:45 PM

0 Replies and 479 Views Azure, AWS and GCP snapshot Q3, 2019 479 0 Started by Patrick Ng Take a specific challenge - portfolio allocation, and focus on how we put it together. Visual reference, figures associated with the two Hybrid model articles. “Hybrid approach to Well Economics” https://www.ogj.com/home/article/17295206/a-hybrid-approach-to-well-economics “Operating profitably with $ 50 Oil” https://www.ogj.com/home/article/17295171/operating-profitably-with-50-oil Azure Power ...

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23 Oct 2019 03:34 PM

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Forums Technical Interest Groups Deep Learning - Machine Learning TIG Discussions

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