Data Quality Management Mastery: Strategy, Tools & Governance Explained

Poor data = poor decisions. 🚫
High-quality data = business growth, trust, and success. ✅

In this Data Quality Management Mastery course, you’ll learn how to define, measure, and improve data quality across your organization. Whether you’re a data analyst, steward, engineer, or business professional, this training will give you the skills and strategies to turn raw data into trusted insights.

What you’ll learn in this video:
✔️ Why data quality matters & the risks of poor data
✔️ Key data quality dimensions (accuracy, completeness, timeliness & more)
✔️ Data governance frameworks (DAMA-DMBOK2, ISO 8000, Collibra)
✔️ Role of data stewards, policies & accountability
✔️ How to measure & track data quality metrics effectively
✔️ Tools for profiling, dashboards, and scorecards
✔️ Data cleansing, standardization, de-duplication, & validation
✔️ Continuous monitoring and embedding quality into business processes
✔️ Real-world case studies in finance, healthcare, and government

💡 By the end, you’ll know how to solve data issues, improve trust, and drive value through effective data quality management.

Who this video is for:
👉 Data Analysts, Engineers, and Scientists
👉 Data Stewards & Governance Professionals
👉 IT & Business Leaders working on data-driven projects
👉 Anyone preparing for CDMP or DAMA certification
👉 Beginners who want to build a strong foundation in data quality

⏰ Chapters / Timestamps:
00:00 – Intro to Data Quality
03:33 – Why Data Quality Matters
07:42 – Core Dimensions of Data Quality
11:51 – Frameworks & Standards (DAMA, ISO 8000, Collibra)
19:00 – Governance, Stewards & Policies
26:30 – Metrics, Profiling & Dashboards
34:00 – Root Cause Analysis & Data Cleansing
42:00 – Matching, Standardization & Enrichment
50:00 – Embedding Quality into Processes
57:00 – Continuous Monitoring & Culture
01:05:00 – Data Quality in Finance, Healthcare & Government
01:12:00 – Common Challenges & How to Overcome Them
01:19:00 – Final Takeaways

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#DataQuality #Collibra #DataGovernance #DAMA #ISO8000 #DataStewardship #DataManagement #CleanData