Machine Learning and Data Management in the Oil and Gas Industry

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Machine Learning and Data Management in the Oil and Gas Industry

Machine Learning and Data Management in the Oil and Gas Industry
20 - 24 Apr 2025
Dubai, United Arab Emirates
United Arab Emirates

What are the Goals?

  • Learn to identify the impact of data quality and data management on success of oil and gas enterprise
  • Acquire the knowledge about data management framework across the enterprises
  • Identify the machine learning algorithms applied within the oil and gas industry
  • Learn how to gather, transform and use the spatial, seismic, production and other data
  • Identify the relations between the master data management process optimization

Who is this Training Course for?

  • Petroleum Data Analysts
  • CEOs, CIOs, COOs
  • Systems Analysts
  • Programmers
  • Data Analysts
  • Database Administrators
  • Project Leaders
  • Software Engineers

Daily Agenda

Day One: Data gathering and data quality within oil and gas industry

  • Data sources
  • Data rules for well identification and classification
  • PPDM data model
  • Geospatial data storage, analysis and use
  • Machine learning in geospatial data

Day Two: Machine learning in oil and gas industry

  • Machine learning algorithms
  • Python programming
  • R programming
  • Use of existing software and its combination with Python and R
  • Tensorflow

Day Three: Areas where machine learning can be implemented within oil and gas industry

  • Forecasting
  • Anomaly detection
  • Process control
  • Optimization
  • Maintenance
  • HSE
  • Other areas

Day Four: Data collection and analysis using machine learning

  • Data from SCADA
  • Data from sensors
  • Data from ECM
  • Data visualization
  • Data Analytics techniques for immediate insights

Day Five: Technologies in use

  • Digital core
  • Digital oilfield
  • Machine learning in predictive maintenance
  • Use of soft sensors
  • Example cases and way forward

Tickets

Date & Time
Sunday, April 20, 2025
Start - 10:00 AM (Asia/Kuwait)
Thursday, April 24, 2025
End - 10:30 AM (Asia/Kuwait)

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Location

Dubai

Dubai
United Arab Emirates
--Dubai--

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Organizer

Seattle International For Training

info@seattle-int.com
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