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An Interactive 10-Day Training Course

Data Science and Analytics for Oil & Gas

Schedules Outline

Classroom Schedule

Date	Venue	Fees
05 - 16 Oct 2026	London - UK	$ 11,900

Modules

This training course is split into the following modules:

Module I - Data Analysis Techniques

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

Course Outline

Module I: Data Analysis Techniques

Day 1

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

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

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

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

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

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

In Association With

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Options & Brochure

Related Categories

Data Management & Analytics Oil and Gas

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Frequently Asked Question

GLOMACS offers both online andperson training options. You can choose from interactive virtual sessions or attend one of our globally locatedperson training courses. The flexibility ensures that learning fits your schedule and preferences.

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Our courses are structured to provide a balanced mix of theory and practical application. They typically include presentations, case studies, group discussions,on activities, and interactive Q&A sessions to maximize learning outcomes.

For detailed information about specific courses, including course content, schedules, and instructors, you can visit our website or contact our customer service team. They will be happy to provide all the information you need to make an informed decision.

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Attending a GLOMACS training course offers numerous benefits, including enhanced professional skills, increased employability,recognized certification, networking opportunities with peers and experts, and the chance to apply practical knowledge directly to your workplace.

GLOMACS is a globally recognized leader in professional training and development, with a reputation for deliveringquality,driven training courses. We offer a broad spectrum of training courses taught by expert trainers, flexible delivery options (both online andperson), and accredited certifications that add real value to your career.

Yes, upon successful completion of any of our training courses, GLOMACS Certificate will be awarded to the delegates. This certificate is a valuable addition to your professional portfolio and is recognized across various industries.

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