Reports disagree, customer records duplicate and nobody can say who owns a field or who approved a change. Weak governance turns analytics into guesswork, and regulators and auditors notice. Five days teach teams to make governance measurable instead of relying on policy documents alone.
You profile real-style datasets to find completeness, validity, uniqueness, consistency and timeliness problems, then convert findings into quality rules, thresholds and scorecards. Governance sessions cover operating models, data owners and stewards, glossaries, catalogues, lineage, master data, metadata, access control and privacy obligations. Using SQL, spreadsheets and a business intelligence tool, you build dashboards that track quality trends, issue backlogs and steward performance, and use root cause analysis to remove problems at source. Data stewards, data managers, analysts, business intelligence developers, records and information managers, compliance and risk staff, and ICT and audit professionals in government, banks, utilities, health and NGOs will benefit. Delivery is by classroom in many cities, online, or in-house, with a CPD-accredited Certificate of Completion on finishing. Afterwards you can set up a stewardship programme, produce a quality baseline and show leadership the value of cleaner data in numbers.
Organisations collect more data every year, but trust in it does not rise at the same pace. Duplicate customers, missing fields, inconsistent codes and untraced spreadsheets cause wrong decisions, failed audits and expensive manual rework. Privacy and data protection duties add pressure to know exactly what data is held, where it sits and who is accountable for it.
This course approaches governance, quality and stewardship through analytics. Participants start by agreeing what good data means for their business and by building a governance model with clear roles, decision rights and policies. They then learn to profile data, define measurable quality dimensions, set rules and tolerances, and monitor results over time. Further sessions cover metadata, business glossaries, catalogues, lineage and master and reference data, followed by issue management, root cause analysis and remediation workflows. The closing sessions deal with measuring programme maturity, reporting value and building a stewardship community that lasts.
The approach is hands-on. Delegates use SQL queries, spreadsheet functions and dashboard software on sample datasets, and finish with a data quality baseline, a stewardship charter and a roadmap suited to their organisation.
By the end of the course, participants will be able to:
Participants leave with:
The course is lab based and tied to the daily work of data teams. Methods include:
Day 1: Foundations of Data Governance
Day 2: Data Profiling and Quality Dimensions
Day 3: Metadata, Catalogues and Master Data
Day 4: Measuring and Monitoring Quality
Day 5: Stewardship in Practice and Programme Value
The course is designed for people who create, manage, rely on or control organisational data, including:
Delegates who complete the labs and attend all sessions receive a CPD-accredited Certificate of Completion from Vision Reach Global Consultancy.
Upcoming cohorts
CPD-Accredited
Official invoice & confirmation letter provided
Team discount for 3+ seats
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Everything you need to know about this course before you register.
By the end of the Data and Analytics for Data Governance, Quality & Stewardship programme, you'll be able to establish a data governance operating model with defined owners, stewards and decision rights, profile datasets to detect gaps, duplicates, invalid values and inconsistencies, define quality dimensions, rules, thresholds and scorecards aligned to business needs, and build dashboards that monitor quality trends and stewardship performance. The full breakdown of topics is covered session by session in the Course Outline tab above.
The course is designed for people who create, manage, rely on or control organisational data, including: Data stewards, data owners and data governance leads, Business intelligence and reporting analysts, Database administrators and data engineers, Records, information and knowledge managers, Risk, compliance and data protection officers, Internal and information systems auditors, Monitoring, evaluation and research data managers, and ICT managers in banks, government, health and utilities.
Data and Analytics for 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.
Data and Analytics for 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 Data and Analytics for 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 Data and Analytics for 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.
Data and Analytics for 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 Data and Analytics for 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 — Data and Analytics for 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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