Data Quality Framework & Methodologies for Data Citizens

This webinar explores managing data quality through governance, strategy, and implementation. Howard Diesel emphasizes assessments, documentation, and the role of data quality in fostering a culture of accuracy and business value. Find our training offerings here: https://modelwaresystemsse.wixsite.com/cdmp-certification Please join our Meetup Group to be notified of upcoming webinars: https://www.meetup.com/DAMA-SA-Data-Management-Meetup/ Connect with us on LinkedIn to avoid missing any upcoming events! Howard Diesel LinkedIn: https://www.linkedin.com/in/howarddiesel-cdmp-dmbok-modelwaresystems/ Modelware Systems LinkedIn: https://www.linkedin.com/company/modelware-systems Join our Data management community here: https://the-data-hive.mn.co/share/w_sdmogS6w4tKJo4?utm_source=manual OR Email Debbie: [email protected] 00:00:00 Start Webinar 00:01:44 Data quality management and implementation cycle in a professional setting 00:05:20 Data Governance and Data Quality Strategy 00:07:29 Data Governance and Implementation Framework 00:10:50 Areas to Compare in Data Quality Analysis and Improvement 00:13:30 Notes on Data Driven and Process Driven Approaches 00:17:02 Quality dimensions, frameworks, and information systems 00:20:42 Implementation Cycle and Data Quality Assessment 00:23:26 Importance and Documentation of Data Quality Expectations 00:25:55 Implementing the DM AIC process for risk assessment and remediation 00:29:36 Defining and Analyzing Quality, Validating Measurement, and Control 00:34:58 Quality Control and Process Improvement Techniques 00:38:32 Analysis of Deliverables and Frameworks in Project Evaluation 00:41:31 Howard Diesel discusses data analysis and strategy implementation 00:43:34 Steps in Ensuring Data Quality and Implementation 00:46:06 Data Quality Assessment Process 00:50:51 Root Cause Analysis and Documentation Process 00:53:35 Data Analysis Techniques and Tools 00:55:59 Discussion on Outliers and Data Analysis 00:59:33 Prioritizing Data Management Approaches 01:01:57 Discussion on decision making and decision inventory 01:06:21 The Importance of Well-Defined Outputs, Data Quality, and Cost Metrics in Data Governance 01:10:33 Error Rates and Quality Maintenance in Data Analysis 01:12:29 Achieving 100% Data Accuracy and its Value to Business 01:15:44 Importance of Data Quality in Company Culture African Data Management Community Forum 2023-07-13 #DataQualityManagement