Effective Business Decisions Using Data Analysis Course

Make impactful business decisions using data analysis with this specialized training course, designed for future leaders. BMC Training offers Effective Business Decisions Using Data Analysis Course in Management and Leadership Courses.

  • English
  • 154 Training Sessions
  • Confirmed
  • One Week
Effective Business Decisions Using Data Analysis Training Course

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Type a city name or a month
Venue Start Date End Date Net Fees Details & Registration
Dubai , UAE 23 - Jun - 2024 27 - Jun - 2024 4987.5 GBP
Paris , France 23 - Jun - 2024 27 - Jun - 2024 6700 GBP
Hong Kong , Hong Kong 23 - Jun - 2024 27 - Jun - 2024 8500 GBP
Tokyo , Japan 23 - Jun - 2024 27 - Jun - 2024 9750 GBP
London , UK 7 - Jul - 2024 11 - Jul - 2024 4950 GBP
Madrid , Spain 7 - Jul - 2024 11 - Jul - 2024 6950 GBP
Munich , Germany 7 - Jul - 2024 11 - Jul - 2024 7900 GBP
Berlin , Germany 7 - Jul - 2024 11 - Jul - 2024 7900 GBP
New York , United States 7 - Jul - 2024 11 - Jul - 2024 10900 GBP
Amsterdam , Netherlands 7 - Jul - 2024 11 - Jul - 2024 8100 GBP
Dubai , UAE 14 - Jul - 2024 18 - Jul - 2024 4987.5 GBP
Paris , France 14 - Jul - 2024 18 - Jul - 2024 6700 GBP
Hong Kong , Hong Kong 14 - Jul - 2024 18 - Jul - 2024 8500 GBP
Dubai , UAE 21 - Jul - 2024 25 - Jul - 2024 4987.5 GBP
Paris , France 21 - Jul - 2024 25 - Jul - 2024 6700 GBP
Hong Kong , Hong Kong 21 - Jul - 2024 25 - Jul - 2024 8500 GBP
Istanbul , Turkey 28 - Jul - 2024 1 - Aug - 2024 4700 GBP
Bali , Indonesia 28 - Jul - 2024 1 - Aug - 2024 8100 GBP
Singapore , Singapore 28 - Jul - 2024 1 - Aug - 2024 7500 GBP
Washington , United States 28 - Jul - 2024 1 - Aug - 2024 11000 GBP
Dubai , UAE 28 - Jul - 2024 1 - Aug - 2024 4987.5 GBP
Paris , France 28 - Jul - 2024 1 - Aug - 2024 6700 GBP
Hong Kong , Hong Kong 28 - Jul - 2024 1 - Aug - 2024 8500 GBP
Dubai , UAE 7 - Jul - 2024 11 - Jul - 2024 4987.5 GBP
Paris , France 7 - Jul - 2024 11 - Jul - 2024 6700 GBP
Hong Kong , Hong Kong 7 - Jul - 2024 11 - Jul - 2024 8500 GBP
Milan , Italy 7 - Jul - 2024 11 - Jul - 2024 6950 GBP
Tokyo , Japan 14 - Jul - 2024 18 - Jul - 2024 9750 GBP
Tokyo , Japan 21 - Jul - 2024 25 - Jul - 2024 9750 GBP
Tokyo , Japan 28 - Jul - 2024 1 - Aug - 2024 9750 GBP
Tokyo , Japan 7 - Jul - 2024 11 - Jul - 2024 9750 GBP
Istanbul , Turkey 4 - Aug - 2024 8 - Aug - 2024 4700 GBP
Bali , Indonesia 4 - Aug - 2024 8 - Aug - 2024 8100 GBP
Singapore , Singapore 4 - Aug - 2024 8 - Aug - 2024 7500 GBP
Washington , United States 4 - Aug - 2024 8 - Aug - 2024 11000 GBP
Kuala Lumpur , Malaysia 11 - Aug - 2024 15 - Aug - 2024 4750 GBP
Rome , Italy 11 - Aug - 2024 15 - Aug - 2024 7300 GBP
Barcelona , Spain 11 - Aug - 2024 15 - Aug - 2024 6950 GBP
Zurich , Switzerland 11 - Aug - 2024 15 - Aug - 2024 7950 GBP
Dubai , UAE 18 - Aug - 2024 22 - Aug - 2024 4987.5 GBP
Paris , France 18 - Aug - 2024 22 - Aug - 2024 6700 GBP
Hong Kong , Hong Kong 18 - Aug - 2024 22 - Aug - 2024 8500 GBP
London , UK 25 - Aug - 2024 29 - Aug - 2024 4950 GBP
Madrid , Spain 25 - Aug - 2024 29 - Aug - 2024 6950 GBP
Munich , Germany 25 - Aug - 2024 29 - Aug - 2024 7900 GBP
Berlin , Germany 25 - Aug - 2024 29 - Aug - 2024 7900 GBP
New York , United States 25 - Aug - 2024 29 - Aug - 2024 10900 GBP
Amsterdam , Netherlands 25 - Aug - 2024 29 - Aug - 2024 8100 GBP
Dubai , UAE 11 - Aug - 2024 15 - Aug - 2024 4987.5 GBP
Paris , France 11 - Aug - 2024 15 - Aug - 2024 6700 GBP
Hong Kong , Hong Kong 11 - Aug - 2024 15 - Aug - 2024 8500 GBP
Tokyo , Japan 18 - Aug - 2024 22 - Aug - 2024 9750 GBP
Milan , Italy 25 - Aug - 2024 29 - Aug - 2024 6950 GBP
Tokyo , Japan 11 - Aug - 2024 15 - Aug - 2024 9750 GBP
London , UK 22 - Sep - 2024 26 - Sep - 2024 4950 GBP
Madrid , Spain 22 - Sep - 2024 26 - Sep - 2024 6950 GBP
Munich , Germany 22 - Sep - 2024 26 - Sep - 2024 7900 GBP
Berlin , Germany 22 - Sep - 2024 26 - Sep - 2024 7900 GBP
New York , United States 22 - Sep - 2024 26 - Sep - 2024 10900 GBP
Amsterdam , Netherlands 22 - Sep - 2024 26 - Sep - 2024 8100 GBP
Dubai , UAE 1 - Sep - 2024 5 - Sep - 2024 4987.5 GBP
Paris , France 1 - Sep - 2024 5 - Sep - 2024 6700 GBP
Hong Kong , Hong Kong 1 - Sep - 2024 5 - Sep - 2024 8500 GBP
Kuala Lumpur , Malaysia 8 - Sep - 2024 12 - Sep - 2024 4750 GBP
Rome , Italy 8 - Sep - 2024 12 - Sep - 2024 7300 GBP
Barcelona , Spain 8 - Sep - 2024 12 - Sep - 2024 6950 GBP
Zurich , Switzerland 8 - Sep - 2024 12 - Sep - 2024 7950 GBP
Istanbul , Turkey 15 - Sep - 2024 19 - Sep - 2024 4700 GBP
Bali , Indonesia 15 - Sep - 2024 19 - Sep - 2024 8100 GBP
Singapore , Singapore 15 - Sep - 2024 19 - Sep - 2024 7500 GBP
Washington , United States 15 - Sep - 2024 19 - Sep - 2024 11000 GBP
Dubai , UAE 15 - Sep - 2024 19 - Sep - 2024 4987.5 GBP
Paris , France 15 - Sep - 2024 19 - Sep - 2024 6700 GBP
Hong Kong , Hong Kong 15 - Sep - 2024 19 - Sep - 2024 8500 GBP
Dubai , UAE 22 - Sep - 2024 26 - Sep - 2024 4987.5 GBP
Paris , France 22 - Sep - 2024 26 - Sep - 2024 6700 GBP
Hong Kong , Hong Kong 22 - Sep - 2024 26 - Sep - 2024 8500 GBP
Milan , Italy 22 - Sep - 2024 26 - Sep - 2024 6950 GBP
Tokyo , Japan 1 - Sep - 2024 5 - Sep - 2024 9750 GBP
Tokyo , Japan 15 - Sep - 2024 19 - Sep - 2024 9750 GBP
Tokyo , Japan 22 - Sep - 2024 26 - Sep - 2024 9750 GBP
Istanbul , Turkey 20 - Oct - 2024 24 - Oct - 2024 4700 GBP
Bali , Indonesia 20 - Oct - 2024 24 - Oct - 2024 8100 GBP
Singapore , Singapore 20 - Oct - 2024 24 - Oct - 2024 7500 GBP
Washington , United States 20 - Oct - 2024 24 - Oct - 2024 11000 GBP
Kuala Lumpur , Malaysia 27 - Oct - 2024 31 - Oct - 2024 4750 GBP
Rome , Italy 27 - Oct - 2024 31 - Oct - 2024 7300 GBP
Barcelona , Spain 27 - Oct - 2024 31 - Oct - 2024 6950 GBP
Zurich , Switzerland 27 - Oct - 2024 31 - Oct - 2024 7950 GBP
Dubai , UAE 6 - Oct - 2024 10 - Oct - 2024 4987.5 GBP
Paris , France 6 - Oct - 2024 10 - Oct - 2024 6700 GBP
Hong Kong , Hong Kong 6 - Oct - 2024 10 - Oct - 2024 8500 GBP
London , UK 13 - Oct - 2024 17 - Oct - 2024 4950 GBP
Madrid , Spain 13 - Oct - 2024 17 - Oct - 2024 6950 GBP
Munich , Germany 13 - Oct - 2024 17 - Oct - 2024 7900 GBP
Berlin , Germany 13 - Oct - 2024 17 - Oct - 2024 7900 GBP
New York , United States 13 - Oct - 2024 17 - Oct - 2024 10900 GBP
Amsterdam , Netherlands 13 - Oct - 2024 17 - Oct - 2024 8100 GBP
Dubai , UAE 27 - Oct - 2024 31 - Oct - 2024 4987.5 GBP
Paris , France 27 - Oct - 2024 31 - Oct - 2024 6700 GBP
Hong Kong , Hong Kong 27 - Oct - 2024 31 - Oct - 2024 8500 GBP
Tokyo , Japan 6 - Oct - 2024 10 - Oct - 2024 9750 GBP
Milan , Italy 13 - Oct - 2024 17 - Oct - 2024 6950 GBP
Tokyo , Japan 27 - Oct - 2024 31 - Oct - 2024 9750 GBP
London , UK 17 - Nov - 2024 21 - Nov - 2024 4950 GBP
Madrid , Spain 17 - Nov - 2024 21 - Nov - 2024 6950 GBP
Munich , Germany 17 - Nov - 2024 21 - Nov - 2024 7900 GBP
Berlin , Germany 17 - Nov - 2024 21 - Nov - 2024 7900 GBP
New York , United States 17 - Nov - 2024 21 - Nov - 2024 10900 GBP
Amsterdam , Netherlands 17 - Nov - 2024 21 - Nov - 2024 8100 GBP
Dubai , UAE 24 - Nov - 2024 28 - Nov - 2024 4987.5 GBP
Paris , France 24 - Nov - 2024 28 - Nov - 2024 6700 GBP
Hong Kong , Hong Kong 24 - Nov - 2024 28 - Nov - 2024 8500 GBP
Kuala Lumpur , Malaysia 3 - Nov - 2024 7 - Nov - 2024 4750 GBP
Rome , Italy 3 - Nov - 2024 7 - Nov - 2024 7300 GBP
Barcelona , Spain 3 - Nov - 2024 7 - Nov - 2024 6950 GBP
Zurich , Switzerland 3 - Nov - 2024 7 - Nov - 2024 7950 GBP
Istanbul , Turkey 10 - Nov - 2024 14 - Nov - 2024 4700 GBP
Bali , Indonesia 10 - Nov - 2024 14 - Nov - 2024 8100 GBP
Singapore , Singapore 10 - Nov - 2024 14 - Nov - 2024 7500 GBP
Washington , United States 10 - Nov - 2024 14 - Nov - 2024 11000 GBP
Dubai , UAE 10 - Nov - 2024 14 - Nov - 2024 4987.5 GBP
Paris , France 10 - Nov - 2024 14 - Nov - 2024 6700 GBP
Hong Kong , Hong Kong 10 - Nov - 2024 14 - Nov - 2024 8500 GBP
Dubai , UAE 17 - Nov - 2024 21 - Nov - 2024 4987.5 GBP
Paris , France 17 - Nov - 2024 21 - Nov - 2024 6700 GBP
Hong Kong , Hong Kong 17 - Nov - 2024 21 - Nov - 2024 8500 GBP
Milan , Italy 17 - Nov - 2024 21 - Nov - 2024 6950 GBP
Tokyo , Japan 24 - Nov - 2024 28 - Nov - 2024 9750 GBP
Tokyo , Japan 10 - Nov - 2024 14 - Nov - 2024 9750 GBP
Tokyo , Japan 17 - Nov - 2024 21 - Nov - 2024 9750 GBP
Istanbul , Turkey 15 - Dec - 2024 19 - Dec - 2024 4700 GBP
Bali , Indonesia 15 - Dec - 2024 19 - Dec - 2024 8100 GBP
Singapore , Singapore 15 - Dec - 2024 19 - Dec - 2024 7500 GBP
Washington , United States 15 - Dec - 2024 19 - Dec - 2024 11000 GBP
Kuala Lumpur , Malaysia 22 - Dec - 2024 26 - Dec - 2024 4750 GBP
Rome , Italy 22 - Dec - 2024 26 - Dec - 2024 7300 GBP
Barcelona , Spain 22 - Dec - 2024 26 - Dec - 2024 6950 GBP
Zurich , Switzerland 22 - Dec - 2024 26 - Dec - 2024 7950 GBP
Dubai , UAE 8 - Dec - 2024 12 - Dec - 2024 4987.5 GBP
Paris , France 8 - Dec - 2024 12 - Dec - 2024 6700 GBP
Hong Kong , Hong Kong 8 - Dec - 2024 12 - Dec - 2024 8500 GBP
London , UK 1 - Dec - 2024 5 - Dec - 2024 4950 GBP
Madrid , Spain 1 - Dec - 2024 5 - Dec - 2024 6950 GBP
Munich , Germany 1 - Dec - 2024 5 - Dec - 2024 7900 GBP
Berlin , Germany 1 - Dec - 2024 5 - Dec - 2024 7900 GBP
New York , United States 1 - Dec - 2024 5 - Dec - 2024 10900 GBP
Amsterdam , Netherlands 1 - Dec - 2024 5 - Dec - 2024 8100 GBP
Dubai , UAE 22 - Dec - 2024 26 - Dec - 2024 4987.5 GBP
Paris , France 22 - Dec - 2024 26 - Dec - 2024 6700 GBP
Hong Kong , Hong Kong 22 - Dec - 2024 26 - Dec - 2024 8500 GBP
Tokyo , Japan 8 - Dec - 2024 12 - Dec - 2024 9750 GBP
Milan , Italy 1 - Dec - 2024 5 - Dec - 2024 6950 GBP
Tokyo , Japan 22 - Dec - 2024 26 - Dec - 2024 9750 GBP

Course Syllabus

Introduction

This interactive, applications-driven 5-day course will highlight the added value that data analytics can offer a professional as a decision support tool in management decision making. It will show the use of data analytics to support strategic initiatives; to inform on policy information; and to direct operational decision making. The course will emphasize applications of data analytics in management practice; focus on the valid interpretation of data analytics findings; and create a clearer understanding of how to integrate quantitative reasoning into management decision making. Exposure to the discipline of data analytics will ultimately promote greater confidence in the use of evidence-based information to support management decision making.

This course will feature:

  • Discussions on applications of data analytics in management
  • The importance of data in data analytics
  • Applying data analytical methods through worked examples
  • Focusing on management interpretation of statistical evidence
  • How to integrate statistical thinking into the work domain

objectives

By the end of this course, participants will be able to:

  • Appreciate data analytics in a decision support role.
  • Explain the scope and structure of data analytics.
  • Apply a cross-section of useful data analytics.
  • Interpret meaningfully and critically assess statistical evidence.
  • Identify relevant applications of data analytics in practice.

Contents

Day One

Setting the Statistical Scene in Management

  • Introduction; The quantitative landscape in management
  • Thinking statistically about applications in management (identifying KPIs)
  • The integrative elements of data analytics
  • Data: The raw material of data analytics (types, quality and data preparation)
  • Exploratory data analysis using excel (pivot tables)
  • Using summary tables and visual displays to profile sample data

Day Two

Evidence-based Observational Decision Making

  • Numeric descriptors to profile numeric sample data
  • Central and non-central location measures
  • Quantifying dispersion in sample data
  • Examine the distribution of numeric measures (skewness and bimodal)
  • Exploring relationships between numeric descriptors
  • Breakdown analysis of numeric measures                  

Day Three

Statistical Decision Making – Drawing Inferences from Sample Data

  • The foundations of statistical inference
  • Quantifying uncertainty in data – the normal probability distribution
  • The importance of sampling in inferential analysis
  • Sampling methods (random-based sampling techniques)
  • Understanding the sampling distribution concept
  • Confidence interval estimation

Day Four

Statistical Decision Making – Drawing Inferences from Hypotheses Testing

  • The rationale of hypotheses testing
  • The hypothesis testing process and types of errors
  • Single population tests (tests for a single mean)
  • Two independent population tests of means
  • Matched pairs test scenarios
  • Comparing means across multiple populations

Day Five

Predictive Decision Making - Statistical Modeling and Data Mining

  • Exploiting statistical relationships to build prediction-based models
  • Model building using regression analysis
  • Model building process – the rationale and evaluation of regression models
  • Data mining overview – its evolution
  • Descriptive data mining – applications in management
  • Predictive (goal-directed) data mining – management applications

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