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 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
This training course focuses on presenting the delegates with the opportunity to learn the essentials of data governance, data collection and management, data security, data analysis, Machine Learning algorithms and their implementation within oil and gas industry.
By the end of this Machine Learning and Data Management in the Oil and Gas Industry training course, participants will learn to:
- 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
The training course uses a number of proved adult learning techniques, theoretical presentations with practical work of the delegates on how to properly use the data in their enterprise, how to prepare and implement the retention schedule and how to define the data architecture applicable for their enterprise. The course also teaches the delegates how to use available software as well as combine it with R, Python and other available software to achieve improvement in exploration, production, operation as well as other areas where the data and machine learning combination can help organization achieve improvements and optimization.
Data is now main element of sustainability and improvement. When the companies properly acquire, analyze, manage, store and secure their data they gain incredible competitive advantage, however it is not enough only to collect and store the data as the data itself does not guarantee success, the important element is to discover meaning within the data, correlation and causational paths which will help organizations improve their operations and planning by limiting and mitigating the risks of uncertainty.
This Machine Learning and Data Management in the Oil and Gas Industry training course will highlight:
- Optimal principles of data management
- Creation of data centric organization and adequate management of company data
- Machine learning techniques and algorithms
- Implementation of machine learning in anomaly detection
- Principal Component Analysis and other techniques used
The delegates will learn from the experiences of real projects, get the insight into the success stories, problems and even failures to be able to avoid mistakes, identify adequate use cases and implement proper methods and algorithms.
The delegates will acquire:
- Full knowledge of data management, analysis and interpretation
- Anomaly detection and risks mitigation measures related to data quality and data security
- Use of available software and applications
- Insight into the ways of removing data silos within the organization
- Knowledge of modern Machine Learning algorithms and techniques used
The training course has been designed for professionals whose jobs involve the data gathering, data analysis, decision making.
This Machine Learning and Data Management in the Oil and Gas Industry training course is suitable to a wide range of professionals but will greatly benefit:
- Petroleum Data Analysts
- CEOs, CIOs, COOs
- Systems Analysts
- Programmers
- Data Analysts
- Database Administrators
- Project Leaders
- Software Engineers
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
We offer two main training formats to cater to different preferences and needs:
- Classroom Training Delivery – Our traditional classroom-based training courses provide a face-to-face learning experience with subject matter experts. You’ll benefit form in-person interactions, hands-on exercises, and a structured classroom environment.
- Online Training Delivery – We also offer convenient live/online training courses that you can access from anywhere with a stable internet connection. These courses provided flexibility and allow you to learn anywhere, making them suitable for busy schedules or remote learning.
The Energy Training Centre Certificate of Completion with corresponding learning hours who has successfully completed the training course.
Yes, we provide assistance by issuing a Letter of Invitation stating that you are confirmed to attend our training.
We value transparency and are happy to provide our instructor’s profiles upon request. If you would like to learn more about our instructor’s’ qualifications, expertise, and experiences, please email us at info@energytraining.ae.
Yes, we do. We provide tailored training courses designed to meet the specific requirement of larger group of individuals. These customized training courses can be conducted both classroom and online formats, allowing you the flexibility to choose you preferred dates and duration.
Please contact us at inhouse@energytraining.ae to discuss your group’s training needs, and we’ll work with you to create a personalized training course that aligns with your objectives.
We have multiple international training venues. You may find this through our website link: https://energytraining.ae/training-locations
Our training courses are held at our partnered hotels within the city included within our training
Yes, here are the following options we can offer to assist you:
- Corporate Discount – We can extend our corporate discount to participants staying at the same hotel, if we have any. Please enquire about the availability of this discount when you register for the training course.
- Nearby Hotel Suggestions – If you prefer other accommodations, we can provide a list of nearby hotels to suit your needs and budget.
Feel free to go through hotel booking platforms on the internet to find the most cost-effective for you.
No, we do not provide job placement services after the training course. However, we are confident that our training course equips you with the necessary tools and knowledge to enhance you career prospects and promote career growth. Our training course are designed to empower you with valuable skills and expertise to excel in your chosen field.
- Tuition fee for a 5-day training course
- Provision of a world-class subject matter expert to deliver this training
- Meeting at a hotel venue corresponding to your chosen session
- Welcome food and drinks, AM / PM snack, and Lunch
- Digital course materials (e-Tablet)
- Course completion certificates
- Designing and administration of Pre-& Post Course Assessments
- Preparation of participant’s Performance and Appraisal Report, if required
- Issuance of Letter of Invitation for delegates needed visa processing, if required
- Tuition fee for a 5-day online training course
- Provision of a world-class subject matter expert to deliver this training through live/virtual delivery
- An electronic copy of the training manual and relevant hand-outs
- Issuance of The Energy Training Centre e-Certificate of Completion
- Administration of Pre-& Post Workshop Assessments
- Link access of online platform acceptable to both parties
Certainly, we do provide corporate rates tailored for organizations seeking to enrol multiple employees in our training programs. To facilitate this, we encourage you to make a formal request via email addressed to info@energytraining.ae. We’ll be delighted to discuss and offer a suitable arrangement for your corporate needs.
Yes, special discounts are available upon request if you have more than one registrant for a course. For further information please email us at info@energytraining.ae
We offer two convenient payment options:
- Bank Transfer – You can make payment via bank transfer. Once your registration is confirmed, you will receive an invoice with the banking details for the transfer. We would require you to supply a swift copy for us to confirm receipt of funds.
- Payment Link – Alternatively, we provide a secure payment link that you can use to complete your payment after your registration has been confirmed.
Upon receipt of your registration details sent via email at reg@energytraining.ae, we will send you the following by e-mail within 24-48 hours of registration.
- Joining Instructions
- Invoice/receipt (where appropriate)
If you register online, you will receive an e-mail on the same day confirming your registration.
There are two convenient options to register for a training course:
- Online Registration Form – Register for your desired training course by completing the online registration form available on our website. Simple click on the registration button or select your preferred dates and provide the requested information.
- Email Registration – You can email us your intention to register at info@energytraining.ae. Our team will guide you through the registration process and provide assistance you may need.
Yes, we do allow registration transfers in the event that you are unable to attend the training course. To initiate a transfer, please send us an official email requesting the change. We’ll guide you through the transfer process and ensure a smooth transition of your registration to another eligible participant.
Our training course sessions are scheduled and posted on our website for your convenience. However, we understand that there may be specific requirement for your group. If you have a preferred venue and specific training dates in mind, please feel free to propose them to us by clicking on the button “Propose you preferred location & date” of your preferred training course.
Our course timings slightly vary between the cities we offer our training courses. Please let us know of your preferred course and session (dates/venue) through email at info@energytraining.ae. Alternatively, you may call/WhatsApp us at +971 50 746 0956.
We understand that time zones may be different between our Senior Consultants and our delegates. Our standard online course timings (11:00 AM to 4:00 PM, GMT+4 – Dubai, UAE) may be adjusted upon confirming the programme. Our team shall communicate between the confirmed registered delegates and suggested a suitable course timing for all.
Our standard course duration for our classroom programmes is 6 hours per day while our online session is 5 hours per day.
Our training programmes are designed to be concise yet comprehensive, focusing on professional development. The duration varies based on the specific course content and objectives – we normally offer programmes between 5 – 10 days. However, our emphasis lies in delivering interactive and engaging sessions that prioritize depth of learning within a condensed timeframe. This approach ensures participants acquire substantial knowledge and skills efficiently.
We have been assessed by TUV Rheinland Middle East FZE and comply with Quality Management System standards – ISO 9001:2015 and ISO 29993:2017, ensuring a commitment to quality and excellence in our operations and services.
Our training courses span across diverse industries, encompassing sectors such as but not limited to:
- Power & Utilities
- Oil & Gas
- Financial Institutions
- Government and Regulatory bodies
- Manufacturing & Production Industry
Our commitment lies in continuously refining and expanding our training course offerings to align with evolving industry landscapes. We encourage individuals to explore our website or engage with our dedicated support team for the latest information on available courses, ensuring access to the most pertinent and current educational resources.
Yes, Energy Training Centre is an ILM Recognised Provider (ID# 002398B), authorized to register learners and offer training courses recognized by ILM. Participants seeking ILM Recognised Certification would need to complete an assessment post the ILM Recognised courses. ILM is a renowned provider of leadership and management qualifications, part of the City and Guilds Group. Additionally, our company is a CPD Certified Training Company, ensuring our commitment to continuous professional development standards.
