Exploring Data Governance and AI
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Description
Data Bytes listeners get an exclusive discount to join Women in Data. ⁠⁠⁠⁠View discount here. (00:00:00) Gen AI benefits discussed. (00:00:18) Peggy Tsai introduction. (00:01:06) Data leadership conversation starts. (00:01:39) Challenges for data officers. (00:02:20) AI compliance and regulation. (00:03:27) Merging data and AI roles. (00:04:08) Data quality importance. (00:05:02) Gen AI adoption strategies. (00:06:23) C-suite collaboration impacts. (00:07:12) Board's interest in Gen AI. (00:08:34) Is Gen AI a hype? (00:09:14) Gen AI's personal benefits. (00:10:10) AI's widespread adoption. (00:11:27) Pandemic's impact on data. (00:12:15) Excitement for future innovations. (00:12:55) Customized language models. (00:13:55) Small language models' advantages. (00:14:44) External AI models for customers. (00:15:35) Future of Gen AI. (00:16:08) Data foundation is critical. (00:17:10) Importance of data governance. (00:18:36) Consistent data definitions. (00:19:38) Data governance challenges. (00:20:04) Investment in data management. (00:20:58) Unstructured data governance. (00:21:41) Data retention policies. (00:22:38) AI model biases. (00:23:45) Data life cycle management. (00:24:03) Data hoarding risks. (00:24:34) Improving data quality. (00:25:13) Simplify data assets. (00:26:26) Strong cross-functional partnerships. (00:27:15) Storytelling for data value. (00:28:23) Mentorship and sponsorship. (00:29:03) Peggy's mentorship experience. (00:30:26) Advocacy for women in data. (00:32:32) Importance of representation. (00:33:19) Women in Data community. (00:34:47) Conference networking benefits. (00:36:14) Importance of community. (00:36:33) Advice for young professionals. (00:37:46) Broader perspective in work. (00:38:36) High school student mentorship. (00:39:57) Growth mindset in AI. (00:40:20) Peggy's career advice. (00:40:49) Supporting each other. (00:41:02) Outro and call to action. --- Support this podcast: https://podcasters.spotify.com/pod/show/women-in-data/support
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