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0 Replies and 583 Views
ML - more doing, less guessing 583 0
Started by Patrick Ng
Premise - we all learn AI / ML in different ways, I for one go for Coursera (Prof Andrew Ng's ML series) and BYO apps, as well as online learning nuggets that offer value for no cost. Actionable - starting tomorrow, free sampling intro sessions across ML and data science offering from Daytum, an energy-focused education platform. https://www.eventbrite.com/o/daytum-21726800390 First and foremost, Prof Pyrcz speaks 'geo' and makes these a solid starting point / refresher for anyone embar...
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09 Jun 2021 01:57 PM |
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0 Replies and 535 Views
AAPG-SPE Marriage 535 0
Started by Patrick Ng
We all read this morning AAPG and SPE coming together as one. It accelerates the shift from petroleum to energy. So how can Deep Learning TIG contribute 1. Learn a little more jargons used (may be same term but different context) and communicate better; e.g., using visuals of 3Ps (P10, P50, P90) and simple proxy model (linear fit) may be useful. Click on the map (e.g., sweet spots around Midland Airport) https://www.vue-shale-wells.com/ Update 06.09.2021 - attach...
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25 May 2021 09:22 AM |
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0 Replies and 541 Views
Azure, AWS and GCP Snapshot Q1 2021 541 0
Started by Patrick Ng
Pick up where we left off last post October 23, 2019 (Azure, AWS and GCP snapshot Q3, 2019). Premise - here we shall focus on productivity (min coding max use of ML). Scenario - take a spreadsheet or table like (structured) dataset, where the rows are well API numbers, and columns of location, well depth, lateral length of horizontal wells, formation thickness, porosity, velocity, density, other subsurface properties, etc.). Objective - train ML model to rank some proposed well locat...
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27 Apr 2021 07:44 PM |
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0 Replies and 559 Views
Pivot 2021 - ML, Geothermal and Smart Completions 559 0
Started by Patrick Ng
Learning from other industries - sign up for a free workshop April 28, after hours for flexibility Presentations: John Holbrook, Ph.D., Texas Christian University Geothermal Developments, Solar Energy Storage Sean Marshall and Danny Rehg, Criterion EP Geothermal Lease Evaluation – A Challenge Dan Taranik, Exploration Mapping New and Old Satellite Imagery for Surface Temperature and Emissivity Deborah Sacrey, Auburn Energy Bivariate Statistics on Old East Texas Field for New Pr...
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22 Apr 2021 03:00 PM |
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0 Replies and 578 Views
EiD - Probing Questions and Seeking Answers 578 0
Started by Patrick Ng
These three observations can benefit taking feedback / sharing experience from a wider community - 1) Edge computing - lots of applications in edge computing helps us reduce cost and increase efficiency. Edge computing enables cheaper ML model to be built and at different time scales. 2) Knowledge curation - make open-source movement useful, we need to organize information in one place (reservoir, geoscience, engineering) and make that searchable like Yahoo! in the early days of i...
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16 Apr 2021 01:41 PM |
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