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13. Bias in the AI Lifecycle - A Talk With Veronique Van Vlasselaer (SAS)

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Manage episode 398348044 series 3347681
Content provided by Desiree Timmermans & Valerie Zapico, Desiree Timmermans, and Valerie Zapico. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Desiree Timmermans & Valerie Zapico, Desiree Timmermans, and Valerie Zapico or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.

We would love to hear your feedback on this episode! Please click here to share your thoughts via text message. We can't wait to hear what's on your mind!

Listen, and get insights into Bias in the AI Lifecycle in this talk with Veronique Van Vlasselaer, Analytics & AI Lead South, West & East Europe at SAS.
We talk about: How to define Bias in AI and the different types of Bias in the AI Lifecycle (Data Bias, Algorithmic Bias, Decision Bias); The AI Incident 'Child Care Benefits' at the Dutch Tax Authority; The Algorithm Register of the Dutch Government; AI Developer Training; and the Assessment List for Trustworthy Artificial Intelligence (ALTAI) for Self-Assessment.

Guest Info

Resources

Support the Show: Hey There! Become a supporter, and help us create great Women in Big Data content for listeners everywhere:

Support the Show.

Mentoring Program - Women in Big Data
Mentoring is essential to success at every stage of a women’s career, both as a mentee and mentor. The many WiBD mentoring programs are open to WiBD members and cover opportunities for junior, mid-career, and senior women in technology. Not yet a member? No worries. By joining a mentoring program, you automatically become a WiBD member. Both membership and mentoring are free of charge.

Website: Women in Big Data Podcast
LinkedIn: Follow - Women in Big Data
LinkedIn: Follow - Women in Big Data Brussels
Contact us: datawomen@protonmail.com

  continue reading

Chapters

1. Intro (00:00:00)

2. The Bias in AI Definition and the Different Types of Bias in the AI Lifecycle: Data Bias, Algorithmic Bias, and Decision Bias (00:01:15)

3. The AI Incident 'Child Care Benefits' at the Dutch Tax Authority (00:05:16)

4. The Algorithm Register of the Dutch Government (00:09:32)

5. AI Developer Training (00:14:29)

6. The Assessment List for Trustworthy Artificial Intelligence (ALTAI) for Self-Assessment (00:18:02)

7. Outro (00:19:52)

16 episodes

Artwork
iconShare
 
Manage episode 398348044 series 3347681
Content provided by Desiree Timmermans & Valerie Zapico, Desiree Timmermans, and Valerie Zapico. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Desiree Timmermans & Valerie Zapico, Desiree Timmermans, and Valerie Zapico or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.

We would love to hear your feedback on this episode! Please click here to share your thoughts via text message. We can't wait to hear what's on your mind!

Listen, and get insights into Bias in the AI Lifecycle in this talk with Veronique Van Vlasselaer, Analytics & AI Lead South, West & East Europe at SAS.
We talk about: How to define Bias in AI and the different types of Bias in the AI Lifecycle (Data Bias, Algorithmic Bias, Decision Bias); The AI Incident 'Child Care Benefits' at the Dutch Tax Authority; The Algorithm Register of the Dutch Government; AI Developer Training; and the Assessment List for Trustworthy Artificial Intelligence (ALTAI) for Self-Assessment.

Guest Info

Resources

Support the Show: Hey There! Become a supporter, and help us create great Women in Big Data content for listeners everywhere:

Support the Show.

Mentoring Program - Women in Big Data
Mentoring is essential to success at every stage of a women’s career, both as a mentee and mentor. The many WiBD mentoring programs are open to WiBD members and cover opportunities for junior, mid-career, and senior women in technology. Not yet a member? No worries. By joining a mentoring program, you automatically become a WiBD member. Both membership and mentoring are free of charge.

Website: Women in Big Data Podcast
LinkedIn: Follow - Women in Big Data
LinkedIn: Follow - Women in Big Data Brussels
Contact us: datawomen@protonmail.com

  continue reading

Chapters

1. Intro (00:00:00)

2. The Bias in AI Definition and the Different Types of Bias in the AI Lifecycle: Data Bias, Algorithmic Bias, and Decision Bias (00:01:15)

3. The AI Incident 'Child Care Benefits' at the Dutch Tax Authority (00:05:16)

4. The Algorithm Register of the Dutch Government (00:09:32)

5. AI Developer Training (00:14:29)

6. The Assessment List for Trustworthy Artificial Intelligence (ALTAI) for Self-Assessment (00:18:02)

7. Outro (00:19:52)

16 episodes

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