I wanted to be able to share some thoughts on 3 of my favourite topics, Data Governance, Data Ethics and Responsible AI. There are many tools that help frame the subject area, from a data management perspective and there are useful Microsoft Tools to help you down the responsible AI and Governance route. There is a wealth of information available and wanted to, in under 5 mins a video, empower people to quickly have useful tips to move forward in this important space. So it is an easily digestible series that is time efficient, has standalone content with an overall theme.
- Data Governance to help govern and manage that data to improve trust and data quality
- Data Ethics to help mitigate issues with data integrity and provenance
- Responsible AI to look a bias, fairness and efficacy in decisions
Episode 2 what is data governance
Episode 4 What is Responsible AI
Episode 5 Responsible AI Tools Microsoft Standard v2
Episode 6 Responsible AI Tools Impact Assessment and guide
Episode 7 Responsible AI Tools HAX Toolkit
Episode 8 Responsible AI Tools Maturity Model
Episode 10 UK Government Assurance
Episode 12 Responsible AI Dashboard
Watch this space as the next set of videos will cover how this fits in with data quality and how Microsoft Purview can help with data preparation.
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