Name: Data Science and Analytics for Oil & Gas Training Course
Rating: 4.7 (1076 reviews)

Scheduled Dates

Classroom

05 - 16 Oct 2026

London - UK

$11,900

04 - 15 Oct 2027

London - UK

$11,900

This training course is split into two modules:

Module I - Data Analysis Techniques
Module II - Infographics & Data Analytics for Oil & Gas Reporting

Each module is structured and can be taken as a stand-alone training course; however, delegates will maximise their benefits by taking Modules I, and II back-to-back as a 2-week training course.

Daily Agenda

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 Info-graphics
How to combine Excel and Power Point for Creating Info-graphics
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 Info-graphics
Practical Creation of Info-graphic 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 Info-graphics

Day 10: The Info-graphics Creation and Critique

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

Certificate

On successful completion of this Training Course / Online Training Course, a PetroKnowledge Certificate / E-Certificate will be awarded to the delegates.

In Association With

Visit Website

Would an alternative date be more suitable?

We offer a variety of tailored training options, customized to meet your organisation's needs. Delivered anytime, anywhere, we make it easy to bring expert training directly to your team.

Related Categories

Big Data & AI

Subscribe To Our Newsletter

CERTIFICATES

An Interactive 10-Day Training Course

Data Science and Analytics for Oil & Gas