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Data Analysis Techniques

An Interactive 5-Day Training Course

Data Analysis Techniques

Analysis Methods and Evidence-based Decision-making using Microsoft Excel

NASBA
Classroom Schedule
Date Venue Fees
30 Mar - 03 Apr 2026 Dubai $ 5,950
06 - 10 Apr 2026 London $ 5,950
01 - 05 Jun 2026 Dubai $ 5,950
03 - 07 Aug 2026 London $ 5,950
21 - 25 Sep 2026 Dubai $ 5,950
05 - 09 Oct 2026 London $ 5,950
26 - 30 Oct 2026 Dubai $ 5,950
14 - 18 Dec 2026 Dubai $ 5,950
04 - 08 Jan 2027 London $ 5,950
29 Mar - 02 Apr 2027 Dubai $ 5,950
Online Schedule
Date Venue Fees
03 - 07 Aug 2026 Online $ 3,950
14 - 18 Dec 2026 Online $ 3,950
04 - 08 Jan 2027 Online $ 3,950

This course is also available as a CPD certified training course under the title: Professional Certificate in Data Analysis Techniques

Course Summary

In today’s data‑driven business environment, the ability to analyse numerical information accurately and reliably is essential for evidence‑based decision‑making. The Data Analysis Techniques training course equips participants with the analytical methods, interpretation skills, and practical experience needed to convert raw data into meaningful insight. Through hands‑on use of Microsoft Excel’s advanced features, delegates learn how to structure, analyse, visualise and interpret complex data sets while avoiding common errors. This enables professionals to make robust, defensible decisions that support organisational goals and performance targets.

Participants will explore logical approaches to data analysis problems, descriptive statistics, regression, scenario analysis, ANOVA, and interactive spreadsheets. Emphasis is placed on practical application and real‑world interpretation, empowering attendees to contribute to enhanced organisational performance and operational excellence. The Data Analysis Techniques training course prepares professionals to transform data into evidence and present results in a way that supports superior decision‑making.

Skills & Competencies

From this Data Analysis Techniques training course, participants will develop the following key skills and competencies:

  • Data interpretation and evidence‑based decision‑making
  • Advanced Microsoft Excel data analysis capability
  • Descriptive and inferential statistical methods
  • Logical problem structuring and analytical thinking
  • Scenario and regression analysis proficiency
  • Interactive spreadsheet and sensitivity analysis skills

Key Learning Outcomes

At the end of Data Analysis Techniques training course, you will learn to:

  • Analyse data logically using structured approaches.
  • Apply statistical techniques to summarise and interpret data.
  • Use Microsoft Excel’s advanced analysis and visualization tools.
  • Perform scenario analysis and interpret regression outcomes.
  • Make evidence‑based decisions with confidence.

How You Will Learn

This course adopts a problem‑based learning approach where delegates work with realistic data analysis problems drawn from a range of industry applications. Participants gain practical, hands‑on experience using real data in Microsoft Excel to solve analytical challenges. Emphasis is placed on reinforcing statistical understanding, interpretation accuracy, and practical application of analytical methods.

Who should Attend?

This training course is designed for professionals whose roles involve analysing numerical data and making evidence‑based decisions. A familiarity with Microsoft Excel (2013 or higher) and comfort working with numbers is assumed.

This Data Analysis Techniques training course is suitable to a wide range of professionals but will greatly benefit:

  • Data analysts and business intelligence professionals
  • Planners and performance monitoring teams
  • Finance, HR, quality control and engineering specialists
  • Managers using data for planning and decision support
  • Professionals responsible for reporting and insight generation
Course Outline
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
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

This training course is also a part of the 10-Day Titles
Options & Brochure

Customisation & In-House Delivery

Delivering this training course in‑house enables organisations to align data analysis practices with internal decision‑making frameworks, performance metrics, and data workflows. Customisation allows teams to address real organisational data challenges using tools and approaches that directly support business priorities.

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.

Additional Benefits of this course for Organisations and Professionals in Saudi Arabia

Organisations & Professionals in KSA will have the following additional benefits from this Data Analysis Techniques training course:

  • Stronger evidence‑based decision culture
  • Enhanced data interpretation and insight capability
  • Higher accuracy in analytics reporting
  • Improved predictive decision support through regression analysis
  • Advanced Microsoft Excel analytical proficiency
  • Greater confidence in handling complex data environments
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What Our Clients Say

Course was well laid out with detailed explanations. Hands-on was excellent very effective. Overall, delivery was excellent.

- Ojekunle Juliet

Perfect and professional training course I learned a lot from the instructor.

- Modi Mahdi Hadi Alhtelah

This course was very enriching and educative. I can confidently say that I paid the right course.

- NAFISA IBRAHIM

A very useful course for a lifetime.

- OKORO, EMMANUEL EVANS
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.

View All Training Locations

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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