Business Data Collection and Analysis Course

Name: Business Data Collection, Analysis and Presentation Training Course
Availability: InStock

Build a traceable workflow from business questions and collection design to analysis, visual findings, and defensible recommendations.

Business Data Collection and Analysis Course

At a glance

Duration: 5 days
Format: Classroom
Cities: Vienna, Barcelona, Marbella, Milan, Abu Dhabi, Nairobi and more
Next session: 12 – 16 October 2026, Vienna
Average fee: 5,800 €

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Business Data Collection, Analysis and Presentation Training Course

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Overview

Business Data Collection, Analysis and Presentation Training Course is a five-day professional course for business analysts, research officers, and managers who leave with a Business Evidence and Decision Presentation Pack. Participants connect decision questions, collection instruments, sampling, consent, data quality, analysis, visualization, limitations, and stakeholder recommendations. The course solves fragmented evidence workflows by making every conclusion traceable from source to decision. Agile Leaders Training Center develops business data collection and presentation capability.

Who Should Attend

Business analysis functions responsible for requirements, evidence, and recommendations
Research functions responsible for collection design, field controls, and interpretation
Management reporting functions responsible for metrics, narratives, and decision packs
Performance functions responsible for indicators, variance analysis, and action tracking
Operations functions responsible for process evidence and improvement decisions
Governance functions responsible for data quality, privacy, and accountable use

The course assumes participants can work with spreadsheets, business questions, and stakeholder reports, and leaves out advanced statistics, database administration, software certification, and academic research design.

Departments and Industries

The course supports departments and industries that collect operational evidence and communicate decisions.

Financial services performance and customer insight
Retail operations and commercial planning
Healthcare service quality and patient experience
Manufacturing operations and process improvement
Public-service policy and performance reporting
Corporate strategy and transformation offices

Learning Objectives

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

Apply a business question and evidence planning method
Build collection instruments and sampling controls
Evaluate data quality, privacy, and collection risks
Analyze business data with fit-for-purpose techniques
Use visual reporting and narrative structures for stakeholders
Build traceable recommendations and decision presentations

Course Agenda

Day 1: Frame the Evidence Need

Business Question and Decision Context Canvas
Stakeholder Evidence Requirement Matrix
Measure Definition and Indicator Specification Sheet
Source Inventory and Data Availability Map
Evidence Plan and Traceability Framework

Day 2: Design Data Collection

Collection Method Selection Decision Tree
Questionnaire and Interview Guide Design Rules
Sampling Frame and Selection Control Sheet
Consent, Privacy, and Data Classification Checklist
Fieldwork Protocol and Response Monitoring Log

Day 3: Assure and Analyze Data

Data Quality Dimension Assessment Matrix
Validation, Cleaning, and Exception Register
Descriptive Analysis and Distribution Profile
Cross-Tabulation and Segment Comparison Table
Bias, Missingness, and Limitation Review

Day 4: Present Findings for Decisions

Audience and Decision Message Map
Chart Selection and Visual Encoding Guide
Dashboard Hierarchy and Layout Blueprint
Finding, Evidence, Implication Narrative Structure
Recommendation and Action Ownership Matrix

Day 5: Practice the Evidence Workflow

Exercise: Frame a Business Question and Evidence Plan
Exercise: Design and Test a Collection Instrument
Exercise: Diagnose Data Quality and Analyze Findings
Exercise: Build a Stakeholder Visual Narrative
Capstone: Business Evidence and Decision Presentation Pack

Practical Exercises

The course uses suggested activities based on retail, healthcare, manufacturing, financial services, and public-service scenarios.

Suggested activity: convert an ambiguous management request into measures, sources, collection choices, and traceability controls.
Suggested activity: test survey questions, sampling assumptions, fieldwork controls, privacy handling, and response monitoring.
Suggested activity: clean a business dataset, profile distributions, compare segments, and document limitations.
Suggested activity: assemble findings, visuals, implications, recommendations, ownership, and evidence references in a decision presentation.

FAQs

Who suits business data collection and analysis training, and what does it assume?

Business analysts, research officers, managers, reporting teams, and improvement functions suit the training; it assumes routine experience with spreadsheets, business questions, and stakeholder reports.

How does business data collection training differ from advanced data science training?

Business data collection training builds governed evidence, practical analysis, and stakeholder presentation skills, while advanced data science training emphasizes programming, statistical learning, predictive models, and computational methods.

How should organizations choose a business data collection method?

Organizations should choose a collection method by matching the decision question, target population, access, sensitivity, timing, cost, response burden, bias risk, and required evidence quality.

What makes a business data presentation defensible?

A defensible presentation connects each finding to a defined measure, documented source, quality check, analytical method, limitation, and decision implication without overstating certainty.

How should business data limitations appear in decision reporting?

Business data limitations should state missingness, bias, coverage, measurement, timeliness, uncertainty, and their practical effect on conclusions, recommendations, and follow-up evidence.

Conclusion

Participants take back a Business Evidence and Decision Presentation Pack containing the question frame, collection design, quality controls, analysis record, visual narrative, limitations, recommendations, and ownership. It changes disconnected data tasks into a traceable business evidence workflow. The pack supports decisions that can be reviewed, explained, and updated as evidence changes.

credits: 5 credit per day

Course Mode: full-time

Provider: Agile Leaders Training Center

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Showing 1-20 of 74 events

Location	Dates	Duration	Mode	Price
Vienna	Week 42, 2026 12 – 16 October 2026	5 Days	Onsite	€5,700
Barcelona	Week 44, 2026 26 – 30 October 2026	5 Days	Onsite	€5,700
Marbella	Week 44, 2026 1 – 5 November 2026	5 Days	Onsite	€5,700
Milan	Week 45, 2026 2 – 6 November 2026	5 Days	Onsite	€5,700
Abu Dhabi	Week 46, 2026 9 – 13 November 2026	5 Days	Onsite	€4,700
Nairobi	Week 46, 2026 15 – 19 November 2026	5 Days	Onsite	€4,500
Kuala Lumpur	Week 47, 2026 16 – 20 November 2026	5 Days	Onsite	€5,200
Muscat	Week 47, 2026 22 – 26 November 2026	5 Days	Onsite	€5,700
Dubai	Week 48, 2026 23 – 27 November 2026	5 Days	Onsite	€4,500
Rome	Week 49, 2026 30 November – 4 December 2026	5 Days	Onsite	€5,700
Munich	Week 49, 2026 30 November – 4 December 2026	5 Days	Onsite	€5,700
Sharm El-Sheikh	Week 50, 2026 7 – 11 December 2026	5 Days	Onsite	€4,100
Zanzibar	Week 50, 2026 13 – 17 December 2026	5 Days	Onsite	€5,500
London	Week 51, 2026 14 – 18 December 2026	5 Days	Onsite	€5,700
Istanbul	Week 52, 2026 21 – 25 December 2026	5 Days	Onsite	€4,500
Seoul	Week 53, 2026 28 December 2026 – 1 January 2027	5 Days	Onsite	€10,000
Tokyo	Week 03, 2027 18 – 22 January 2027	5 Days	Onsite	€10,000
Dubai	Week 04, 2027 25 – 29 January 2027	5 Days	Onsite	€4,500
Athens	Week 04, 2027 25 – 29 January 2027	5 Days	Onsite	€6,700
Amsterdam	Week 05, 2027 1 – 5 February 2027	5 Days	Onsite	€5,700

Frequently asked questions

What does this course cover?

OverviewBusiness Data Collection, Analysis and Presentation Training Course is a five-day professional course for business analysts, research officers, and managers who leave with a Business Evidence and Decision Presentation Pack. Participants connect decision questions, collection instruments, sampling, consent, data quality, analysis, visualization, li…

Are training dates available?

Yes. Available dates and destinations are listed in the course dates section on this page.

How can I register?

Choose an available date on this page and complete the registration form, or send a programme enquiry.

Can I download the course brochure?

Yes. Use the brochure download link provided on this page.

Business Data Collection and Analysis Course