Data Quality Framework & Methodologies for Data Professionals

This webinar highlights the importance of data elements in quality, covering definitions, expectations, analysis, root causes, improvement strategies, tool architecture, and agile development for effective data management. Find our training offerings here: https://modelwaresystemsse.wixsite.co... Please join our Meetup Group to be notified of upcoming webinars: https://www.meetup.com/DAMA-SA-Data-M... Connect with us on LinkedIn to avoid missing any upcoming events! Howard Diesel LinkedIn:   / howarddiesel-cdmp-dmbok-modelwaresystems   Modelware Systems LinkedIn:   / modelware-systems   Join our Data management community here: https://the-data-hive.mn.co/share/w_s... OR Email Debbie: [email protected] 00:00:00 Start Webinar 00:05:12 The Relevance of Shoe Size in a Master Data System 00:09:45 Challenges of Maintaining Accurate Shoe Size in Master Data System 00:13:00 Understanding the Importance of Critical Data Elements in Data Quality 00:16:31 Approaches to Defining Data Elements and Dimensions 00:19:02 Data Quality Expectations and Minimum/Maximum Values 00:23:01 Notes on Reasonableness and Data Quality 00:26:18 Importance of Setting Data Quality Expectations and the Role of a Data Architect 00:29:34 Ensuring Data Quality in the Application 00:31:41 Data Movement and Analysis 00:36:22 Importance of Understanding Root Causes and Implementing Improvement Plans 00:39:45 Notes on Data Quality Tool Architecture 00:43:07 Organizing and documenting data for analysis and data quality 00:46:39 Development Approach for Data Quality 00:51:06 The Importance of Effective Planning and Minimal Changes in Improvement Cycles 00:53:04 Importance of Data Quality in Agile Development 00:56:40 Clearing up confusion on entity associations African Data Management Community Forum 2023-07-20 #DataQualityManagement