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Data Science and Analytics for Oil & Gas

An Interactive 10-Day Training Course

Data Science and Analytics for Oil & Gas

NASBA
Classroom Schedule
Date Venue Fees
05 - 16 Oct 2026 London $ 11,900
Course Outline

Module I: Data Analysis Techniques

Day 1

Logical and Reliable Data Analysis, Descriptive Statistics, and Pivot Tables

This day introduces foundational data analysis concepts, including descriptive statistics and Excel pivot functionality. Participants learn best practices for managing, summarising, and representing data outcomes.

The topics covered will include:  

  • Importing data into Excel
  • Best practice when analyzing data
  • Analyzing and representing coded data
  • Descriptive statistics and their real meanings
  • Performing a frequency analysis
  • The use of pivot tables and pivot charts
  • Noisy and incomplete data, statistical significance and dealing with outliers
Day 2

Data Mode Shape Analysis

This day explores time‑based data analysis and mode shape interpretation techniques. Participants examine how to fit curves and interpret trends over time.

The topics covered will include:   

  • Plotting data against time
  • Generating data mode shapes
  • Fitting curves to data
  • Correlating mode shape to time-based events
  • Interpreting time series analyses
  • Moving average calculations
Day 3

Scenario Analysis and Interactive Spreadsheets

This day focuses on scenario modelling and the use of dynamic spreadsheets. Participants build multi‑input interactive Excel models to interpret data impact and sensitivity.

The topics covered will include:  

  • Representing analytical problems as multi-input, single-output (MISO) systems
  • Deterministic systems analysis
  • What if and visual scenario analysis
  • Dynamic / interactive spreadsheets and the use of forms control
  • Moving window, conditional and adaptive calculations
  • Measuring the sensitivity of calculated variables
Day 4

Regression Analysis and Correlation

This day strengthens capabilities in regression modelling, curve fitting, and correlation assessment. Participants explore predictive analysis and statistical relationships.

The topics covered will include:

  • Equations of curves
  • The prediction of future behavior using data shape – regression analysis
  • Linear, polynomial, exponential and power curve fits
  • The dangers of over-fitting
  • Data end effects
  • Goodness of fit (sum of square error – SSE) and R2
  • Evaluating equations, solving equations, and using Solver
  • Correlation and causality
Day 5

Data Driven Methods and Analysis of Variance

This final day examines advanced analytical methods including ANOVA and data science approaches. Participants discover multivariate correlation, predictions, and optimisation examples.

The topics covered will include:   

  • Non-deterministic system
  • Data driven methods
  • One step ahead future prediction using data science (multivariate correlation)
  • Single factor analysis of variance (ANOVA)
  • Two factor analysis of variance
  • A demonstration of artificial intelligence – the travelling salesman problem

Module II: Infographics & Data Analytics for Oil & Gas Reporting

Day 6

Introduction and Descriptive Statistics

  • What is Data Analysis?
  • A reminder of elementary statistics and compensations for small sample sizes
  • A Quick-start Tutorial for Excel
  • Describing Data Sets using Statistics
  • Representing Data Sets Graphically
  • How to create Info-graphic in Excel
  • How Info-graphics Data Presentation compares to the Traditional Methods
Day 7

Frequency and Time Series Analysis

  • Frequency of Occurrence
  • Histograms
  • Pareto Analysis
  • How Excel Dashboard is Different from Infographics
  • How to combine Excel and Power Point for Creating Infographics
  • Time Series and Trend Analysis
  • Estimation Theory and Its Relevant to Oil and Gas Data
Day 8

Scenario Analysis, Confidence and Six Sigma

  • Modelling Scenario and their Application in Oil and Gas Companies
  • Interactive Spreadsheets
  • Confidence Intervals
  • Usefulness of Control Chart for Oil and Gas Companies
  • Error Bars
  • Online Tools for Creating Infographics
  • Practical Creation of Infographic using real Data
Day 9

Regression Analysis Equations and System Modeling

  • Simple Regression Analysis
  • Polynomial Curve Fits
  • Describing Data Using Equations
  • Prediction
  • The Applications of Regression to Oil and Gas Companies
  • Analysis Of Variance (ANOVA)
  • Comparing Different Types of Infographics
Day 10

The Infographics Creation and Critique

  • Presenting Data Using Appropriate Reporting Style
  • Practice Creating the Infographics and Its Presentation
  • Focus on the Storytelling
  • Overall Review of Concepts Learned and How they can be applied in practice
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

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 info@glomacs.sa . 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 info@glomacs.sa

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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