Live Online Applied Data Governance, Quality & Stewardship Training Course
Live online, instructor-led · next cohort Nov 2, 2026 · from USD 800
Reports that disagree, duplicate customer records, unclear ownership and privacy breaches all share one root cause: nobody is accountable for the data. Five days teach professionals how to put that accountability in place and keep it working. You establish a governance structure with councils, owners, stewards and custodians, then draft the policies, standards and decision rights that give those roles authority. Quality sessions cover dimensions such as accuracy, completeness, consistency, timeliness and uniqueness, with profiling, rule definition, scorecards and issue management using SQL and spreadsheets.
Stewardship is treated as a daily practice: maintaining business glossaries and data catalogues, tracing lineage, managing reference and master data, and resolving issues across departments. You also examine privacy, classification and access control, retention, and alignment with frameworks such as DAMA-DMBOK and with data protection obligations. The course is aimed at data managers, business intelligence and analytics staff, records and information managers, ICT and risk officers, programme data officers, auditors and heads of departments in government, banks, utilities, NGOs and private companies. Afterwards you can launch a governance charter, a quality scorecard and a stewardship routine. Formats include classroom, online and in-house, with a CPD-accredited certificate.
At a Glance
How Live Online Training Works
Live online training, led by a trainer in real time, for participants anywhere.
More about live online training →- Format
- Live online, instructor-led
- Duration
- Mon - Fri (5 Days)
- Fee
- USD 800 (KES 80,000)
- Next start dates
- Nov 2, 2026, Nov 30, 2026, Dec 28, 2026
- Certificate
- Certificate of Completion
- What you need
- A computer with a reliable internet connection, a webcam and a headset
About this course
Organisations now depend on data for lending decisions, service delivery, donor reporting and automation, yet many cannot say who owns a dataset, how good it is or who may use it. Poor data quality drives rework, wrong decisions and compliance exposure, and new data protection rules have made weak governance a legal risk as well as an operational one.
The Applied Data Governance, Quality & Stewardship Training Course turns principles into a working model. Participants first agree what governance is for and design an operating structure with clear roles, decision rights and escalation paths. They then write the policies and standards that matter most, and learn to classify data and control access. A central block covers data quality: defining measurable rules, profiling datasets, building scorecards, finding root causes and tracking remediation. Further sessions address metadata, catalogues, lineage and master and reference data, the tools stewards use every day.
The course is practical. Participants profile a messy sample dataset, write quality rules, draft a governance charter and set up a stewardship routine. The closing session builds an implementation roadmap that fits the size and maturity of their own organisation.
Training Objectives
By the end of the course, participants will be able to:
- Explain the purpose of data governance and how it supports strategy, compliance and analytics.
- Design a governance structure with defined owners, stewards, custodians and decision rights.
- Draft data policies, standards and classification rules.
- Define data quality dimensions and write measurable quality rules.
- Profile datasets and build quality scorecards that show trends.
- Manage issues from detection through root cause analysis to remediation.
- Maintain business glossaries, catalogues and lineage records.
- Plan a phased governance implementation suited to organisational maturity.
What you'll learn
Key Takeaways
Participants take away:
- A data governance charter outline with roles and decision rights.
- A set of quality rules and a scorecard template they can reuse.
- A stewardship routine with issue log, escalation and reporting steps.
- A business glossary and catalogue starter structure.
- A data classification and access scheme ready to adapt.
- A phased roadmap for governance that matches their organisation's maturity.
Training Methodology
The programme is built on working with real-style data problems. It features:
- Facilitated explanations of governance concepts and frameworks
- Profiling and rule-writing labs on a deliberately flawed dataset
- Role-play of a governance council deciding a contested issue
- Drafting workshops for charters, policies and scorecards
- Review clinics on each participant's organisational context
Day 1: Why Data Governance and How to Organise It
- Data as an organisational asset and the cost of poor data
- Governance frameworks including DAMA-DMBOK
- Maturity assessment of current practice
- Governance councils, owners, stewards and custodians
- Decision rights and escalation paths
- Exercise: a stakeholder and responsibility map
Day 2: Policies, Standards and Data Protection
- Types of data policy and standard and how to write them
- Data classification and handling rules
- Access control, privacy and consent considerations
- Retention, archiving and disposal
- Compliance obligations and audit readiness
- Workshop: drafting a data policy and classification scheme
Day 3: Measuring and Profiling Data Quality
- Quality dimensions: accuracy, completeness, validity, consistency, timeliness and uniqueness
- Business impact of quality defects
- Profiling data with SQL and spreadsheet functions
- Writing and testing quality rules
- Thresholds and quality scorecards
- Lab: profiling a sample customer dataset
Day 4: Metadata, Master Data and Stewardship Practice
- Business glossaries and data dictionaries
- Data catalogues and lineage tracing
- Master and reference data management
- Matching, de-duplication and golden records
- The data steward's daily and monthly routine
- Exercise: resolving a cross-department data conflict
Day 5: Issue Management, Tooling and Roadmap
- Issue logging, root cause analysis and remediation tracking
- Quality at source: validation, training and system controls
- Tool options from spreadsheets to governance platforms
- Change management and building a stewardship community
- Reporting governance results to leadership
- Implementation roadmap and presentations
The course is useful to staff who create, manage, rely on or oversee organisational data, including:
- Data managers and data stewards
- Business intelligence and analytics professionals
- Records and information managers
- ICT managers and database administrators
- Risk, compliance and data protection officers
- Internal auditors reviewing information controls
- Monitoring, evaluation and programme data officers
- Heads of department who own business datasets
- Digital transformation and ERP project staff
A CPD-accredited Certificate of Completion from Vision Reach Global Consultancy is issued to participants who complete the sessions and the drafting and profiling exercises.
Choose Where You Want to Learn
Applied Data Governance, Quality & Stewardship Training Course Venues
KenyaNairobiNext Nov 9· 13 dates$1,500- KenyaMombasaNext Oct 26· 13 dates$1,600
- KenyaNaivashaNext Nov 2· 13 dates$1,500
- KenyaKisumuNext Oct 26· 13 dates$1,500
- KenyaMachakosNext Nov 2· 13 dates$1,600
UgandaKampalaNext Nov 2· 13 dates$1,900
RwandaKigaliNext Oct 26· 13 dates$1,900
TanzaniaArushaNext Nov 9· 13 dates$1,900- TanzaniaDodomaNext Oct 26· 13 dates$1,800
- TanzaniaDar es SalaamNext Oct 26· 13 dates$2,000
- TanzaniaZanzibarNext Nov 16· 13 dates$2,600
NigeriaLagosNext Nov 16· 13 dates$2,800- NigeriaAbujaNext Nov 9· 13 dates$2,800
South AfricaPretoriaNext Nov 2· 13 dates$3,200- South AfricaJohannesburgNext Nov 2· 13 dates$3,400
- South AfricaCape TownNext Oct 26· 13 dates$3,800
UAEDubaiNext Oct 26· 13 dates$3,800
GhanaAccraNext Nov 16· 13 dates$4,500
Scroll sideways to see all 18 cities →
Frequently Asked Questions About Live Online Applied Data Governance, Quality & Stewardship Training Course
Everything you need to know about this course before you register.
By the end of the Applied Data Governance, Quality & Stewardship programme, you'll be able to explain the purpose of data governance and how it supports strategy, compliance and analytics, design a governance structure with defined owners, stewards, custodians and decision rights, draft data policies, standards and classification rules, and define data quality dimensions and write measurable quality rules. The full breakdown of topics is covered session by session in the Course Outline tab above.
The course is useful to staff who create, manage, rely on or oversee organisational data, including: Data managers and data stewards, Business intelligence and analytics professionals, Records and information managers, ICT managers and database administrators, Risk, compliance and data protection officers, Internal auditors reviewing information controls, Monitoring, evaluation and programme data officers, Heads of department who own business datasets, and Digital transformation and ERP project staff.
Applied Data Governance, Quality & Stewardship Training Course typically runs as 5 Days. It's available as in-person classroom, live virtual, and in-house corporate training — every course can also be delivered on-site for your team on dates that suit you.
Applied Data Governance, Quality & Stewardship Training Course is scheduled in-classroom in Nairobi, Kenya, Mombasa, Kenya, Naivasha, Kenya, and Kisumu, Kenya, and 14 other locations, plus a live interactive virtual classroom you can join from anywhere. Check the schedule panel above for exact upcoming dates and fees in each location.
The next live virtual cohort of Applied Data Governance, Quality & Stewardship starts November 2, 2026, with new classroom cohorts also running on a rolling basis. Pick a date and location in the schedule panel above, then click "Register for the Course" — it takes a few minutes and your seat is confirmed once payment or a signed purchase order is received.
Yes — delegates who meet the attendance requirement receive a Certificate of Completion for Applied Data Governance, Quality & Stewardship Training Course from Vision Reach Global Consultancy, issued in the name you register with, so double-check the spelling at checkout.
Applied Data Governance, Quality & Stewardship Training Course is pitched at intermediate professionals. If you're unsure whether it's the right fit for your current role or background, message our training advisors before you register and they'll help you confirm.
Fees for Applied Data Governance, Quality & Stewardship Training Course vary by delivery location and format and are shown in real time in the schedule panel above once you pick a date. Register 3 or more delegates on the same course together and a 5% team discount is applied automatically — larger cohorts can request a custom corporate quote.
Yes — Applied Data Governance, Quality & Stewardship Training Course can be delivered on-site at your offices (or virtually for distributed teams), with case studies and examples tailored to your industry and the specific challenges your team is working through. Switch to the "In-House" tab in the schedule panel above to request a proposal.
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