Data Analysis Techniques Course

Develop data analysis techniques for informed decision making. Join this course to learn how to extract valuable insights from your maintenance data. BMC Training offers Data Analysis Techniques Course in Maintenance Engineering Training Courses.

  • English
  • 158 Training Sessions
  • Confirmed
  • One Week
Data Analysis Techniques Training Course

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Type a city name or a month
Venue Start Date End Date Net Fees Details & Registration
Istanbul , Turkey 23 - Jun - 2024 27 - Jun - 2024 5550 GBP
Bali , Indonesia 23 - Jun - 2024 27 - Jun - 2024 8700 GBP
Singapore , Singapore 23 - Jun - 2024 27 - Jun - 2024 8400 GBP
Washington , United States 23 - Jun - 2024 27 - Jun - 2024 13500 GBP
Dubai , UAE 23 - Jun - 2024 27 - Jun - 2024 5722.5 GBP
Paris , France 23 - Jun - 2024 27 - Jun - 2024 7900 GBP
Hong Kong , Hong Kong 23 - Jun - 2024 27 - Jun - 2024 9100 GBP
Tokyo , Japan 23 - Jun - 2024 27 - Jun - 2024 11500 GBP
Bali , Indonesia 7 - Jul - 2024 11 - Jul - 2024 8700 GBP
Singapore , Singapore 7 - Jul - 2024 11 - Jul - 2024 8400 GBP
Washington , United States 7 - Jul - 2024 11 - Jul - 2024 13500 GBP
Istanbul , Turkey 7 - Jul - 2024 11 - Jul - 2024 5550 GBP
Kuala Lumpur , Malaysia 14 - Jul - 2024 18 - Jul - 2024 5300 GBP
Rome , Italy 14 - Jul - 2024 18 - Jul - 2024 7900 GBP
Barcelona , Spain 14 - Jul - 2024 18 - Jul - 2024 8300 GBP
Zurich , Switzerland 14 - Jul - 2024 18 - Jul - 2024 8700 GBP
Kuala Lumpur , Malaysia 21 - Jul - 2024 25 - Jul - 2024 5300 GBP
Rome , Italy 21 - Jul - 2024 25 - Jul - 2024 7900 GBP
Barcelona , Spain 21 - Jul - 2024 25 - Jul - 2024 8300 GBP
Zurich , Switzerland 21 - Jul - 2024 25 - Jul - 2024 8700 GBP
London , UK 28 - Jul - 2024 1 - Aug - 2024 5950 GBP
Madrid , Spain 28 - Jul - 2024 1 - Aug - 2024 7500 GBP
Munich , Germany 28 - Jul - 2024 1 - Aug - 2024 8900 GBP
Berlin , Germany 28 - Jul - 2024 1 - Aug - 2024 8300 GBP
New York , United States 28 - Jul - 2024 1 - Aug - 2024 12750 GBP
Amsterdam , Netherlands 28 - Jul - 2024 1 - Aug - 2024 9100 GBP
Dubai , UAE 7 - Jul - 2024 11 - Jul - 2024 5722.5 GBP
Paris , France 7 - Jul - 2024 11 - Jul - 2024 7900 GBP
Hong Kong , Hong Kong 7 - Jul - 2024 11 - Jul - 2024 9100 GBP
Milan , Italy 28 - Jul - 2024 1 - Aug - 2024 7500 GBP
Tokyo , Japan 7 - Jul - 2024 11 - Jul - 2024 11500 GBP
Dubai , UAE 4 - Aug - 2024 8 - Aug - 2024 5722.5 GBP
Paris , France 4 - Aug - 2024 8 - Aug - 2024 7900 GBP
Hong Kong , Hong Kong 4 - Aug - 2024 8 - Aug - 2024 9100 GBP
Kuala Lumpur , Malaysia 11 - Aug - 2024 15 - Aug - 2024 5300 GBP
Rome , Italy 11 - Aug - 2024 15 - Aug - 2024 7900 GBP
Barcelona , Spain 11 - Aug - 2024 15 - Aug - 2024 8300 GBP
Zurich , Switzerland 11 - Aug - 2024 15 - Aug - 2024 8700 GBP
Istanbul , Turkey 18 - Aug - 2024 22 - Aug - 2024 5550 GBP
Bali , Indonesia 18 - Aug - 2024 22 - Aug - 2024 8700 GBP
Singapore , Singapore 18 - Aug - 2024 22 - Aug - 2024 8400 GBP
Washington , United States 18 - Aug - 2024 22 - Aug - 2024 13500 GBP
London , UK 25 - Aug - 2024 29 - Aug - 2024 5950 GBP
Madrid , Spain 25 - Aug - 2024 29 - Aug - 2024 7500 GBP
Munich , Germany 25 - Aug - 2024 29 - Aug - 2024 8900 GBP
Berlin , Germany 25 - Aug - 2024 29 - Aug - 2024 8300 GBP
New York , United States 25 - Aug - 2024 29 - Aug - 2024 12750 GBP
Amsterdam , Netherlands 25 - Aug - 2024 29 - Aug - 2024 9100 GBP
Dubai , UAE 18 - Aug - 2024 22 - Aug - 2024 5722.5 GBP
Paris , France 18 - Aug - 2024 22 - Aug - 2024 7900 GBP
Hong Kong , Hong Kong 18 - Aug - 2024 22 - Aug - 2024 9100 GBP
Dubai , UAE 25 - Aug - 2024 29 - Aug - 2024 5722.5 GBP
Paris , France 25 - Aug - 2024 29 - Aug - 2024 7900 GBP
Hong Kong , Hong Kong 25 - Aug - 2024 29 - Aug - 2024 9100 GBP
Tokyo , Japan 4 - Aug - 2024 8 - Aug - 2024 11500 GBP
Milan , Italy 25 - Aug - 2024 29 - Aug - 2024 7500 GBP
Tokyo , Japan 18 - Aug - 2024 22 - Aug - 2024 11500 GBP
Tokyo , Japan 25 - Aug - 2024 29 - Aug - 2024 11500 GBP
Bali , Indonesia 22 - Sep - 2024 26 - Sep - 2024 8700 GBP
Singapore , Singapore 22 - Sep - 2024 26 - Sep - 2024 8400 GBP
Washington , United States 22 - Sep - 2024 26 - Sep - 2024 13500 GBP
Istanbul , Turkey 22 - Sep - 2024 26 - Sep - 2024 5550 GBP
Kuala Lumpur , Malaysia 1 - Sep - 2024 5 - Sep - 2024 5300 GBP
Rome , Italy 1 - Sep - 2024 5 - Sep - 2024 7900 GBP
Barcelona , Spain 1 - Sep - 2024 5 - Sep - 2024 8300 GBP
Zurich , Switzerland 1 - Sep - 2024 5 - Sep - 2024 8700 GBP
Dubai , UAE 8 - Sep - 2024 12 - Sep - 2024 5722.5 GBP
Paris , France 8 - Sep - 2024 12 - Sep - 2024 7900 GBP
Hong Kong , Hong Kong 8 - Sep - 2024 12 - Sep - 2024 9100 GBP
London , UK 15 - Sep - 2024 19 - Sep - 2024 5950 GBP
Madrid , Spain 15 - Sep - 2024 19 - Sep - 2024 7500 GBP
Munich , Germany 15 - Sep - 2024 19 - Sep - 2024 8900 GBP
Berlin , Germany 15 - Sep - 2024 19 - Sep - 2024 8300 GBP
New York , United States 15 - Sep - 2024 19 - Sep - 2024 12750 GBP
Amsterdam , Netherlands 15 - Sep - 2024 19 - Sep - 2024 9100 GBP
Dubai , UAE 22 - Sep - 2024 26 - Sep - 2024 5722.5 GBP
Paris , France 22 - Sep - 2024 26 - Sep - 2024 7900 GBP
Hong Kong , Hong Kong 22 - Sep - 2024 26 - Sep - 2024 9100 GBP
Tokyo , Japan 8 - Sep - 2024 12 - Sep - 2024 11500 GBP
Milan , Italy 15 - Sep - 2024 19 - Sep - 2024 7500 GBP
Tokyo , Japan 22 - Sep - 2024 26 - Sep - 2024 11500 GBP
Dubai , UAE 20 - Oct - 2024 24 - Oct - 2024 5722.5 GBP
Paris , France 20 - Oct - 2024 24 - Oct - 2024 7900 GBP
Hong Kong , Hong Kong 20 - Oct - 2024 24 - Oct - 2024 9100 GBP
Kuala Lumpur , Malaysia 27 - Oct - 2024 31 - Oct - 2024 5300 GBP
Rome , Italy 27 - Oct - 2024 31 - Oct - 2024 7900 GBP
Barcelona , Spain 27 - Oct - 2024 31 - Oct - 2024 8300 GBP
Zurich , Switzerland 27 - Oct - 2024 31 - Oct - 2024 8700 GBP
Istanbul , Turkey 6 - Oct - 2024 10 - Oct - 2024 5550 GBP
Bali , Indonesia 6 - Oct - 2024 10 - Oct - 2024 8700 GBP
Singapore , Singapore 6 - Oct - 2024 10 - Oct - 2024 8400 GBP
Washington , United States 6 - Oct - 2024 10 - Oct - 2024 13500 GBP
London , UK 13 - Oct - 2024 17 - Oct - 2024 5950 GBP
Madrid , Spain 13 - Oct - 2024 17 - Oct - 2024 7500 GBP
Munich , Germany 13 - Oct - 2024 17 - Oct - 2024 8900 GBP
Berlin , Germany 13 - Oct - 2024 17 - Oct - 2024 8300 GBP
New York , United States 13 - Oct - 2024 17 - Oct - 2024 12750 GBP
Amsterdam , Netherlands 13 - Oct - 2024 17 - Oct - 2024 9100 GBP
Dubai , UAE 6 - Oct - 2024 10 - Oct - 2024 5722.5 GBP
Paris , France 6 - Oct - 2024 10 - Oct - 2024 7900 GBP
Hong Kong , Hong Kong 6 - Oct - 2024 10 - Oct - 2024 9100 GBP
Dubai , UAE 13 - Oct - 2024 17 - Oct - 2024 5722.5 GBP
Paris , France 13 - Oct - 2024 17 - Oct - 2024 7900 GBP
Hong Kong , Hong Kong 13 - Oct - 2024 17 - Oct - 2024 9100 GBP
Tokyo , Japan 20 - Oct - 2024 24 - Oct - 2024 11500 GBP
Milan , Italy 13 - Oct - 2024 17 - Oct - 2024 7500 GBP
Tokyo , Japan 6 - Oct - 2024 10 - Oct - 2024 11500 GBP
Tokyo , Japan 13 - Oct - 2024 17 - Oct - 2024 11500 GBP
Bali , Indonesia 17 - Nov - 2024 21 - Nov - 2024 8700 GBP
Singapore , Singapore 17 - Nov - 2024 21 - Nov - 2024 8400 GBP
Istanbul , Turkey 17 - Nov - 2024 21 - Nov - 2024 5550 GBP
Washington , United States 17 - Nov - 2024 21 - Nov - 2024 13500 GBP
Kuala Lumpur , Malaysia 24 - Nov - 2024 28 - Nov - 2024 5300 GBP
Rome , Italy 24 - Nov - 2024 28 - Nov - 2024 7900 GBP
Barcelona , Spain 24 - Nov - 2024 28 - Nov - 2024 8300 GBP
Zurich , Switzerland 24 - Nov - 2024 28 - Nov - 2024 8700 GBP
Dubai , UAE 3 - Nov - 2024 7 - Nov - 2024 5722.5 GBP
Paris , France 3 - Nov - 2024 7 - Nov - 2024 7900 GBP
Hong Kong , Hong Kong 3 - Nov - 2024 7 - Nov - 2024 9100 GBP
London , UK 10 - Nov - 2024 14 - Nov - 2024 5950 GBP
Madrid , Spain 10 - Nov - 2024 14 - Nov - 2024 7500 GBP
Munich , Germany 10 - Nov - 2024 14 - Nov - 2024 8900 GBP
Berlin , Germany 10 - Nov - 2024 14 - Nov - 2024 8300 GBP
New York , United States 10 - Nov - 2024 14 - Nov - 2024 12750 GBP
Amsterdam , Netherlands 10 - Nov - 2024 14 - Nov - 2024 9100 GBP
Dubai , UAE 17 - Nov - 2024 21 - Nov - 2024 5722.5 GBP
Paris , France 17 - Nov - 2024 21 - Nov - 2024 7900 GBP
Hong Kong , Hong Kong 17 - Nov - 2024 21 - Nov - 2024 9100 GBP
Tokyo , Japan 3 - Nov - 2024 7 - Nov - 2024 11500 GBP
Milan , Italy 10 - Nov - 2024 14 - Nov - 2024 7500 GBP
Tokyo , Japan 17 - Nov - 2024 21 - Nov - 2024 11500 GBP
Dubai , UAE 15 - Dec - 2024 19 - Dec - 2024 5722.5 GBP
Paris , France 15 - Dec - 2024 19 - Dec - 2024 7900 GBP
Hong Kong , Hong Kong 15 - Dec - 2024 19 - Dec - 2024 9100 GBP
Kuala Lumpur , Malaysia 22 - Dec - 2024 26 - Dec - 2024 5300 GBP
Rome , Italy 22 - Dec - 2024 26 - Dec - 2024 7900 GBP
Barcelona , Spain 22 - Dec - 2024 26 - Dec - 2024 8300 GBP
Zurich , Switzerland 22 - Dec - 2024 26 - Dec - 2024 8700 GBP
Istanbul , Turkey 8 - Dec - 2024 12 - Dec - 2024 5550 GBP
Bali , Indonesia 8 - Dec - 2024 12 - Dec - 2024 8700 GBP
Singapore , Singapore 8 - Dec - 2024 12 - Dec - 2024 8400 GBP
Washington , United States 8 - Dec - 2024 12 - Dec - 2024 13500 GBP
London , UK 1 - Dec - 2024 5 - Dec - 2024 5950 GBP
Madrid , Spain 1 - Dec - 2024 5 - Dec - 2024 7500 GBP
Munich , Germany 1 - Dec - 2024 5 - Dec - 2024 8900 GBP
Berlin , Germany 1 - Dec - 2024 5 - Dec - 2024 8300 GBP
New York , United States 1 - Dec - 2024 5 - Dec - 2024 12750 GBP
Amsterdam , Netherlands 1 - Dec - 2024 5 - Dec - 2024 9100 GBP
Dubai , UAE 8 - Dec - 2024 12 - Dec - 2024 5722.5 GBP
Paris , France 8 - Dec - 2024 12 - Dec - 2024 7900 GBP
Hong Kong , Hong Kong 8 - Dec - 2024 12 - Dec - 2024 9100 GBP
Dubai , UAE 1 - Dec - 2024 5 - Dec - 2024 5722.5 GBP
Paris , France 1 - Dec - 2024 5 - Dec - 2024 7900 GBP
Hong Kong , Hong Kong 1 - Dec - 2024 5 - Dec - 2024 9100 GBP
Tokyo , Japan 15 - Dec - 2024 19 - Dec - 2024 11500 GBP
Milan , Italy 1 - Dec - 2024 5 - Dec - 2024 7500 GBP
Tokyo , Japan 8 - Dec - 2024 12 - Dec - 2024 11500 GBP
Tokyo , Japan 1 - Dec - 2024 5 - Dec - 2024 11500 GBP

Course Syllabus

Introduction

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.

Objectives                                                   

This 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.

Content

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 autocorrelation 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 spread sheets, sensitivity analysis.

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