From the course: Ethical Data Collection for AI Implementation
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Developing a data governance framework
From the course: Ethical Data Collection for AI Implementation
Developing a data governance framework
- Okay. Real talk. How many data governance frameworks or policies have you heard about? How many have you helped create, and how many have you helped enforce? As a data nerd since before Google, the numbers that come to my mind decrease sharply with each question. According to a 2024 study, 71% of organizations reported having a data governance program, up from 60% the previous year. What we're doing in this video is sharing the high level components that should be part of your company's data governance framework. And honestly, like you've seen with most other policies, it requires more than just defining and documenting processes. Let's start with point one. Be transparent about the direct benefits of having a data governance policy, especially for your company. On top of the leaderboard is protecting intellectual property. Keeping your company's data reliable and accurate makes it more usable to help…