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Machine Learning and Data Management in the Oil and Gas industry

An Interactive 5-Day Training Course

Machine Learning and Data Management in the Oil and Gas industry

Boosting Efficiency and Accuracy with AI-Driven Analytics and Automation

NASBA

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Course Summary

This training course on Machine Learning and Data Management in the Oil and Gas Industry focuses on the fact that energy and technological worlds are witnessing drastic changes that are influenced by intertwined causes of growth: energy demand, transition of energy systems, technological evolution and revolution.

As the oil and gas industry is evolving and changing the necessity of bringing together leadership power, domain expertise, knowledge, and many data silos that still exist within the organizations. This training course focuses on fundamental understanding of the petroleum industry and machine learning, as well as the data management, helping the organizations within the industry to achieve success by using the data they possess and reduce the risk and uncertainty which is omnipresent in oil and gas industry.

This Machine Learning and Data Management in the Oil and Gas Industry training course will highlight:

  • Importance of Data analysis and removal of obstacles for unified data flow
  • Data cleaning practices and techniques
  • Interpretation of data, as well as machine learning techniques within the oil and gas industry
  • CDMP® Data Management Fundamentals examination
  • Components of an enterprise data / information management framework
  • Main application areas of machine learning and data management in oil and gas industry
Course Outline
Day 1

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 2

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 3

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

  • Forecasting
  • Anomaly detection
  • Process control
  • Optimization
  • Maintenance
  • HSE
  • Other areas
Day 4

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 5

Technologies in use

  • Digital core
  • Digital oilfield
  • Machine learning in predictive maintenance
  • Use of soft sensors
  • Example cases and way forward
Certificates
  • On successful completion of this training course, GLOMACS Certificate will be awarded to the delegates.
  • Continuing Professional Education credits (CPE): In accordance with the standards of the National Registry of CPE Sponsors, one CPE credit is granted per 50 minutes of attendance.
Providers and Associations

Endorsed Education Provider

NASBA

In Association With

Options & Brochure
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NASBA

Why Choose Saudi GLOMACS?

Saudi GLOMACS is the official Saudi Arabian division of GLOMACS International (glomacs.com), delivering internationally recognised training courses both within Saudi Arabia and across international locations. Our training courses are aligned with the highest professional and institutional standards, supported by a strong understanding of the professional landscape in Saudi Arabia and access to global expertise.

Saudi GLOMACS enables professionals and organisations to strengthen leadership, capability, and long-term excellence through consistently high-quality learning experiences.

Official Saudi Presence

Official Saudi Arabian division of GLOMACS with established global credibility.

International Benchmarks

Internationally benchmarked training courses aligned with professional best practices.

Trusted Across Sectors

Trusted by professionals and institutions across public and private sectors.

Flexible Delivery

Training courses delivered within Saudi Arabia and across international locations.

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Frequently Asked Question

No. Saudi GLOMACS delivers courses in Saudi Arabia and internationally, including delivery across Europe and Asia. This allows organisations and professionals to access training both locally and abroad.

No. While governance and leadership are part of the portfolio, Saudi GLOMACS delivers training across the entire business and professional lifecycle, including administrative, technical, legal, regulatory, and sector-specific training.

No. Our training courses are delivered globally through international locations and online platforms, enabling participants from Saudi Arabia and around the world to learn together. This global delivery approach ensures exposure to diverse perspectives, international best practices, and cross-cultural insights while maintaining strong relevance to regional and organisational needs.

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Yes. Saudi GLOMACS designs and delivers bespoke in-house training tailored to organisational objectives, sector requirements, and workforce needs. Training can be delivered in Saudi Arabia or internationally, depending on requirements.

Yes, in-house and customised strategy training courses are available to support organisations seeking tailored strategic capability development. These courses can be aligned with your industry context, organisational challenges, and long-term strategic objectives.

For further details or to discuss customisation requirements, you may call or WhatsApp +966 (54) 286 8546 or email [email protected] . You can also submit a detailed enquiry through our in-house training page at: https://sa.glomacs.com/in-house-seminars

If you would like further information about these training courses, our team is available to provide professional guidance and support. We are pleased to assist with course selection, the registration process, and any other related enquiries.

For personalised assistance or detailed enquiries, please contact our team on +966 (54) 286 8546 or email us at [email protected]

Courses delivered in Saudi Arabia are adapted to reflect local regulatory frameworks, organisational structures, sector conditions, and professional expectations. This ensures training is relevant, practical, and aligned with Saudi workplace realities.

GLOMACS has been delivering professional training for over thirty years, with courses delivered across Europe, the Middle East, Asia, and other international markets.

Saudi GLOMACS combines three decades of global training experience with a clear focus on Saudi market relevance. This allows it to deliver training that is both internationally credible and locally applicable, across a broader range of disciplines than niche or single-focus providers.

Saudi GLOMACS is a Saudi-based professional training provider delivering courses tailored to the Saudi market and applicable internationally. It operates within the global GLOMACS framework and draws on more than three decades of international training experience.

Saudi GLOMACS offers professional training across a wide range of disciplines, including administration, leadership and management, governance and regulation, law, oil and gas, energy, engineering, finance, digital technologies, and sector-specific specialisations.

Training supports professionals across all career stages, from operational roles to specialist and senior responsibilities.

Participants include professionals from public sector, semi-government, and private sector organisations, across a wide range of roles and industries. Attendees range from administrative and operational professionals to technical specialists, managers, and senior decision-makers.

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