Professional Certificate in Data Analysis Techniques

Professional Certificate in Data Analysis Techniques

How To Extract Powerful Information From Data

(36)
CPD NASBA
Course Schedule
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Training course in Professional Certificate in Data Analysis Techniques in 27-31 Oct 2025 - Dubai
27-31 Oct 2025
Dubai
$5,950
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Training course in Professional Certificate in Data Analysis Techniques in 15-19 Dec 2025 - Dubai
15-19 Dec 2025
Dubai
$5,950
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Training course in Professional Certificate in Data Analysis Techniques in 15-19 Dec 2025 - Online
15-19 Dec 2025
Online
$3,950
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Training course in Professional Certificate in Data Analysis Techniques in 05-09 Jan 2026 - Online
05-09 Jan 2026
Online
$3,950
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Training course in Professional Certificate in Data Analysis Techniques in 05-09 Jan 2026 - London
05-09 Jan 2026
London
$5,950
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Training course in Professional Certificate in Data Analysis Techniques in 30 Mar-03 Apr 2026 - Dubai
30 Mar-03 Apr 2026
Dubai
$5,950
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Training course in Professional Certificate in Data Analysis Techniques in 06-10 Apr 2026 - London
06-10 Apr 2026
London
$5,950
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Training course in Professional Certificate in Data Analysis Techniques in 01-05 Jun 2026 - Dubai
01-05 Jun 2026
Dubai
$5,950
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Training course in Professional Certificate in Data Analysis Techniques in 03-07 Aug 2026 - London
03-07 Aug 2026
London
$5,950
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Training course in Professional Certificate in Data Analysis Techniques in 03-07 Aug 2026 - Online
03-07 Aug 2026
Online
$3,950
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Training course in Professional Certificate in Data Analysis Techniques in 21-25 Sep 2026 - Dubai
21-25 Sep 2026
Dubai
$5,950
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Training course in Professional Certificate in Data Analysis Techniques in 05-09 Oct 2026 - London
05-09 Oct 2026
London
$5,950
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Training course in Professional Certificate in Data Analysis Techniques in 26-30 Oct 2026 - Dubai
26-30 Oct 2026
Dubai
$5,950
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Training course in Professional Certificate in Data Analysis Techniques in 14-18 Dec 2026 - Online
14-18 Dec 2026
Online
$3,950
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Training course in Professional Certificate in Data Analysis Techniques in 14-18 Dec 2026 - Dubai
14-18 Dec 2026
Dubai
$5,950
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Course Overview

Corporate ethos which demands continual improvement in work place efficiencies and reduced operating, maintenance, support service and administration costs means that managers, analysts and their advisors are faced with ever-challenging analytical problems and performance targets. To make decisions which result in improved business performance it is vital to base decision making on appropriate analysis and interpretation of numerical data.

What are the Goals?

This CPD Certified “Professional Certificate in Data Analysis Techniquestraining course aims to provide those involved in analysing numerical data with the understanding and practical capabilities needed to convert data into information via appropriate analysis, and then to represent these results in ways that can be readily communicated to others in the organisation.

Objectives include:

  • To provide delegates with both an understanding and practical experience of a range of the more common analytical techniques and representation methods for numerical data
  • To give delegates the ability to recognize which types of analysis are best suited to particular types of problems
  • To give delegates sufficient background and theoretical knowledge to be able to judge when an applied technique will likely lead to incorrect conclusions
  • To provide delegates with a working vocabulary of analytical terms to enable them to converse with people who are experts in the areas of data analysis, statistics and probability, and to be able to read and comprehend common textbooks and journal articles in this field
  • To introduce some basic statistical methods and concepts
  • To explore the use of Excel 2010 or 2013 for data analysis and the capabilities of the Data Analysis Tool Pack

It should be noted that the course does not cover the subjects of data acquisition, databases, data management, data warehousing or the analysis of text-based information.

Who is this Training Course for?

This GLOMACS CPD Certified “Professional Certificate in Data Analysis Techniquestraining course has been designed for professionals whose jobs involve in the manipulation, representation, interpretation and/or analysis of data. Familiarity with a PC and in particular with Microsoft Excel (2003, 2007, 2010 or 2013) is assumed.

This CPD Certified training course involves extensive computer-based data analysis using Excel 2010 and therefore delegates will be expected to be numerate and to enjoy working with numerical data on a computer.

How will this Training Course be Presented?

This CPD Certified “Professional Certificate in Data Analysis Techniquestraining course adopts a problem-based learning approach, in which delegates are presented with a series of real numerical data analysis problems drawn from the widest possible range of applications – from engineering to finance and from logistics to quality control.

Each problem presents and exemplifies the need for a different data analysis approach. For reasons of time constraint, it will not be possible to develop solutions during the course to all of the problems posed. Nevertheless, all delegates will be given comprehensive solutions to all of the problems, to take away with them at the end of the course, as future learning resources.

This training course is entirely applications-oriented, minimizing the time spent on the mathematics of analysis and maximizing the time spent on the use of practical methods in Excel, along with the understanding why such methods work.

Delegates will spend almost all of the time exploring Excel's data analysis and representation functionality, including the Data Analysis Tool Pack, to investigate the totally realistic data analysis problems.

Course Outline

Day 1 to Day 5
The Basics
  • Sources of data, data sampling, data accuracy, data completeness, simple representations, dealing with practical issues

Fundamental Statistics

  • Mean, average, median, mode, rank, variance, covariance, standard deviation, “lies, more lies and statistics”, compensations for small sample sizes, descriptive statistics, insensitive measures

Basics of Data Mining and Representation

  • Single, two and multi-dimensional data visualisation, trend analysis, how to decide what it is that you want to see, box and whisker charts, common pitfalls and problems

Data Comparison

  • Correlation analysis, the auto-correlation function, practical considerations of data set dimensionality, multivariate and non-linear correlation

Histograms and Frequency of Occurrence

  • Histograms, Pareto analysis (sorted histogram), cumulative percentage analysis, the law of diminishing return, percentile analysis

Frequency Analysis

  • The Fourier transform, periodic and a-periodic data, inverse transformation, practical implications of sample rate, dynamic range and amplitude resolution

Regression Analysis and Curve Fitting

  • Linear and non-linear regression, order; best fit; minimum variance, maximum likelihood, least squares fits, curve fitting theory, linear, exponential and polynomial curve fits, predictive methods

Probability and Confidence

  • Probability theory, properties of distributions, expected values, setting confidence limits, risk and uncertainty, ANOVA (Analysis of Variance)

Some More Advanced Ideas

  • Pivot tables, the Data Analysis Tool Pack, internet-based analysis tools, macros, dynamic spreadsheets, sensitivity analysis

Accreditation

GLOMACS is a member of The CPD Certification Service and has become a part of the initiative to increase standards of CPD provision to professionals in relevant market sectors. We are approved to provide recognised independent CPD accredited training courses compatible with global CPD principles.

GLOMACS is registered with NASBA as a sponsor of Continuing Professional Education (CPE) on the National Registry of CPE Sponsors. NASBA have final authority on the acceptance of individual courses for CPE credit. Complaints regarding registered sponsors may be submitted to the National Registry of CPE Sponsors through its website: www.learningmarket.org.

All Training Seminars delivered by GLOMACS by default are eligible for CPE Credit.

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