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0 Replies and 529 Views
Energy IN Data 2020 - Shaping the Transformation 529 0
Started by Patrick Ng
Motivation - 1. Per feedback from ML and Analytics Workshop Houston at the start of 2019, we shall facilitate a community to exchange ideas and put forward recommendations for AAPG continuing education. Retooling / upskilling, whatever we call it, is an integral part of the digital transformation mega trend. 2. After a well attended and productive 2.5 day workout of EID Austin a month ago, it is important to keep up with the momentum on digital transformation crossing disciplines...
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22 Jul 2019 12:07 PM |
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0 Replies and 471 Views
Resources: Machine Learning with Deborah Sacrey 471 0
Started by Bogdan Michka
Watch Data Mining/Machine Learning and the Evolution of the Petroleum Geoscientist with Deborah Sacrey, Auburn Energy. AAPG Energy Insights Podcast Episode 9. https://www.aapg.org/videos/interview/Articleid/53602/machine-learning-with-deborah-sacrey
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16 Jul 2019 03:02 PM |
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0 Replies and 485 Views
Azure, AWS and GCP snapshot Q2, 2019 485 0
Started by Patrick Ng
Azure - while Auto-ML imbedded in Power BI can deliver standard classification and regression, it does require a Premium subscription. In a multi-tier model, Pro tier won’t get Auto-ML yet. If Microsoft’s stated goal is “democratizing ML”, Azure shows it can be done by 80/20 rule - 80 of the time, suffice as first quicklook. Just as features normalization from Lexus to Toyota over time, tiered features to Pro will be a welcome change in Q4. AWS - while Alexa can play nice with Python, the pr...
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08 Jul 2019 07:12 PM |
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0 Replies and 475 Views
Resources: AAPG Energy Insights Podcast 475 0
Started by Bogdan Michka
Did you know AAPG had a podcast AAPG Energy Insights Podcast features people who are defining, influencing and leading today's world of geosciences. Listen to us on the web or on iTunes, Spotify, Google Play Music, Stitcher, and others. iTunes: https://podcasts.apple.com/us/podcast/aapg-energy-insights-podcast/id1460045559mt=2&app=itunes Spotify: https://open.spotify.com/show/7tFNst8Td2HIdVI1lt9GlL Stitcher: https://www.stitcher.com/sfid=...
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29 May 2019 02:07 PM |
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0 Replies and 437 Views
Deep Learning with Geospatial Production Data 437 0
Started by Patrick Ng
Background - often the first thing when we appraise acreage, is to generate a map and look at production in the area of interest. Today we may go further with a quick-n-dirty ML run and get estimate of cumulative production or CUM (over some time period of economic interest). Based on feedback from the AAPG ML and Analytics Workshop, January 2019, one popular request is to create a community of sharing what we have collectively learn from applying ML to our work. We can share things we le...
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27 May 2019 03:33 PM |
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