Synthetic Data Explained: Useful, Transparent, or Risky? | Dr. Ericka Johnson скачать в хорошем качестве

Synthetic Data Explained: Useful, Transparent, or Risky? | Dr. Ericka Johnson

Dr. Ericka Johnson, Deputy Head of Department and Professor of Gender and Society at Linköping University, Sweden, joins us to discuss her fascinating research, “Useful and Transparent Synthetic Data?” Synthetic tabular data is machine-generated, spreadsheet-like data that learns the statistical patterns in a real dataset and then creates new rows that resemble it without copying actual records. It’s widely used to enable safer data sharing under legal/policy constraints, support privacy-focused collaboration, and expand small datasets for testing and machine-learning workflows while still needing to mimic, not mirror, the original data. Access this Podcast in Audio Format by using the following links: 1) Apple Podcasts: https://shorturl.at/YJ4Ac 2) Amazon Music: https://shorturl.at/Ovs8J 3) Audible: https://shorturl.at/o3dOe 4) SoundCloud: https://shorturl.at/SJWz7 5) Spotify: https://shorturl.at/YiBrM If you are interested in more information about synthetic data and intersectional hallucinations, check out this article by Dr. Johnson in The Conversation (https://theconversation.com/intersect.... And if you would like to know more about how to create useful READMEs for synthetic data set sharing, please see this policy document with the AI Policy Lab (https://aipolicylab.se/2025/03/20/met.... For access to the synthetic data analyser software suite, please contact info@fairaidata.com This podcast is brought to you by Global Management Consultancy. For more information, please visit www.globalmanagementconsultancy.com. To learn more about our activities, follow us on our social media platforms listed below: 1) LinkedIn:   / hellomrbhatt   2) X: https://x.com/hellomrbhatt Disclaimer: A. The background music incorporated in this video is the intellectual property of its respective developer and is protected under applicable copyright laws. Notwithstanding that it is a free-to-use version, Business Talk, Global Management Consultancy, and Deepak Bhatt do not own, and expressly do not claim, any rights, title, or interest in or to this music. B. Dr. Ericka Johnson shared profound insights from her research, “Useful and transparent synthetic data?”, during an engaging conversation on the Business Talk podcast channel. The uploaded video contains copyrighted content, so changing any graphics, music, or on-screen appearance of the author or host is not allowed. #businesstalk #podcast #academics #research #management #education #mba #phd #syntheticdata #dataprivacy #ai #machinelearning #research #dataethics