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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 Statistical Modeling and Data Analytics for Petroleum Engineers and Geoscientists
Introduction :
Course Objectives :
At the end of this course, the participants will be able to :
The goal is to “mine the data” and develop data-driven insights to understand and optimize reservoir response.
This course is on the application of statistics and data analytics for practitioners.
Targeted Audience :
Geoscientists, Engineers.
Course Outlines :
Module 1
Exploratory Data Analysis
Univariate Data
Bivariate Data
Multivariate Data
Fitting Distributions to Data
Other Properties of Distributions and Their Evaluation
Regression Modeling and Analysis
Simple Linear Regression
Multiple Regression
Nonparametric Transformation and Regression
Field Application for Nonparametric Regression
Module 2
Multivariate Data Analysis
Principal Component Analysis
Cluster Analysis
Discriminant Analysis
Field Application: The Salt Creek Data Set
Module 3
Uncertainty Quantification
Uncertainty Characterization
Uncertainty Propagation
Uncertainty Importance Assessment
Moving Beyond Monte Carlo Simulation
Treatment of Model Uncertainty
Elements of a Good Uncertainty Analysis Study
Module 4
Experimental Design and Response Surface Analysis
General Concepts
Experimental Design
Metamodeling Techniques
An Illustration of Experimental Design and Response Surface Modeling
Field Application of Experimental Design and Response Surface Modeling
Module 5
Data-Driven Modeling and Performance Predictions
Introduction
Modeling Approaches
Computational Considerations
Unconventional Field Examples
Discussion and Wrap-up
Key Takeaways
Final Thoughts
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.






