EBC For Training & Development

Oil and Gas Sciences

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Code

Available Dates

Places & Fees

Registeration



Istanbul .. Cairo .. Tunis .. Muscat

3250 €

Dubai .. Kuala Lumpur .. London

3850 €

Paris .. Singapore .. Barcelona

Register


Istanbul .. Cairo .. Tunis .. Muscat

3250 €

Dubai .. Kuala Lumpur .. London

3850 €

Paris .. Singapore .. Barcelona

Register


Istanbul .. Cairo .. Tunis .. Muscat

3250 €

Dubai .. Kuala Lumpur .. London

3850 €

Paris .. Singapore .. Barcelona

Register

Istanbul .. Cairo .. Tunis .. Muscat

3250 €

Dubai .. Kuala Lumpur .. London

3850 €

Paris .. Singapore .. Barcelona

Register


Istanbul .. Cairo .. Tunis .. Muscat

3250 €

Dubai .. Kuala Lumpur .. London

3850 €

Paris .. Singapore .. Barcelona

Register


Istanbul .. Cairo .. Tunis .. Muscat

3250 €

Dubai .. Kuala Lumpur .. London

3850 €

Paris .. Singapore .. Barcelona

Register

1- Online Training...with international accreditation. The value of participation per person is €1,450

2-Requirement : specifying the course, number of participants
implementation date, and joint coordination.

Group contracting ... 20% Discount For Each Participant In Any Group Of Five Person Or More

Other Places To Hold The Course :

KualaLumpur.. Istanbul.. Dubai.. Cairo.. Riyadh.. Jeddah.. Abu Dhabi.. Doha.. Muscat.. Sharm El Sheikh.. Kuwait.. Tripoli.. Amman.. Beirut.. Damascus.. Tunisia.. Casablanca.. London.. Paris.. Barcelona.. Amsterdam.. Brussels

Applied Machine Learning for Reservoir Characterization, Petrophysics and Surveillance - Physics Inspired Principles, Applications and Workflows

Introduction :

Course Objectives :

At the end of this course, the participants will be able to :

Participants learn the elements of building machine learning-based models form initial data processing to predictive model development.
Development of online and automated learning models will be discussed and demonstrated.
participants will practice developing a data-driven model during the class.

Targeted Audience :

Any subsurface professional.

Course Outlines :

Module 1

Review of digitalization concept in the energy industry.
Overview closed-loop reservoir surveillance and management.
Outline the needs for employing machine learning and AI solutions that are inspired by physics for subsurface modeling and reservoir monitoring.
Learn the workflows for static and dynamic data inconsistency check with the physics.
Cover Intelligent Data Maid Workflows:
Data reformatting
Data cleaning
Static data processing
Time series signal processing
Anomaly detection algorithms
Data categorization
Data segmentation and partitioning
Spatial-temporal database generation
Case Studies
Module 2

Teach all required concepts related to statistical learning, data mining and cover Intelligent Data Miner Workflows:
Statistical analysis
Generalize linear models development
Advanced dimensionality reduction techniques and algorithms
Clustering algorithms
Advanced KPI identification
Case Studies
Module 3

Learn Intelligent Data Model workflows to build, test and validate the machine learning based models using different shallow and deep learning algorithms as well as hybrid learning concepts.
Learn to interpret the developed intelligent models and gain insight into advanced Intelligent Interpretable Data Models construction.
Uncertainty analysis and optimization for accurate techno-economic analysis.
Case Studies

Module 4

Case Studies

Applied Additional Data Analysis Workshop (for example permeability prediction)

Module 5

Participants Present their Workshop Results and Course Wrap-Up

European Business Center Training Methodology :

Our training work is presented in a professional and attractive manner.. Interspersed with interceptive information to renew attention throughout the training period… We aim with this method to train the listener and interact… In addition to practical applications that target the direct skills and knowledge required to be achieved.. It is presented to the trainees in more than one way.. Practical exercises and applications.. Surveys and questions.. A training strategy has been adopted based on pairing between the theoretical and the professional and between the local and the global.

What Does The Participant Get From The Course?

Each participant obtains an internationally accredited training certificate from the European Business Center for Training and Development … which has the ISO certificate in quality No. 9001/2015 from the English international company UKAS .. and receives a training bag containing the scientific material via an electronic flash … in addition to an enjoyable and useful training that is reflected Positive and developmental for individuals and the institution

Note :

We can implement the training course in any of the cities referred to in this course..at the appropriate and required time for the trainees..through joint coordination with the training department at the center..the training is implemented in a distinctive manner according to the best quality standards so that we meet all training requirements and needs.

International Accreditations

European Business Center for Training and Development has obtained international and official accreditations with the highest and best international levels scientifically and technically, which reflect the level of outstanding performance in our training work.. so that it achieves what each participant aspires to by obtaining the best certificates with officially approved scientific and technical standards.