AI Governance for Data Executives

This comprehensive webinar explores the critical intersection of artificial intelligence and data governance, providing data executives with essential insights into machine learning implementation, bias detection, model deployment, and governance frameworks. Find our training offerings here: https://www.modelwaresystems.com/abou... 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   Stay tuned for our Modelware Systems Newsletter OR Email Debbie: social@modelwaresystems.com 00:00:00 Machine Learning and Climate Science in a Virtual Meeting 00:01:32 Machine Learning: Challenges, Approaches, and Applications 00:05:46 Evolution and Impact of Machine Learning Techniques 00:07:16 The Importance of Data Preparation and Governance in Machine Learning 00:10:10 Feature Engineering and Standardisation in Policy Analysis 00:11:38 Feature Selection and Machine Learning Techniques in Predictive Modelling 00:15:16 Challenges and Considerations in Machine Learning Model Deployment 00:19:39 Machine Learning and Predictive Modelling in Power BI 00:22:06 Bias in Machine Learning Algorithms 00:27:30 Data Training and Validation: Challenges and Strategies 00:30:16 Error Reduction and Data Selection in Machine Learning 00:36:21 Machine Learning Clustering and Data Quality Assessment 00:39:30 Machine Learning Models for Anomaly Detection 00:41:28 The Complexity and Trade-offs in Machine Learning for Insurance Claims 00:46:01 Decision Trees and Anomaly Detection 00:47:54 Deep Learning and Neural Networks in Fraud Detection 00:51:23 Core Principles of AI Governance 00:56:31 Neural Networks and AI Techniques 00:59:17 Feasibility and Application of the Medallion Architecture in Data Warehousing and Processing 01:04:21 Data Quality, Architecture, and Human Intervention in Machine Learning 01:10:09 Balancing Risk and Business Impact in Business Process Analysis 01:12:51 Role of AI and Human Factors in Decision Making and Risk Management 01:19:34 Machine Learning Models in Insurance Claims Assessment 01:21:35 Data Bias and Machine Learning Challenges 01:26:48 Chaos Engineering and Data Quality Assessment 01:32:18 Integration of Data, AI, and IT Governance 01:36:48 Bias and Decision Making in Machine Learning African Data Management Community 2025-10-21 #datagovernance