How I'm fighting bias in algorithms - Joy Buolamwini
Course highlights
Massachusetts Institute of Technology grad student Joy Buolamwini was working with facial analysis software when she noticed a problem: the software didn't detect her face -- because the people who coded the algorithm hadn't taught it to identify a broad range of skin tones and facial structures. Now she's on a mission to fight bias in machine learning, a phenomenon she calls the "coded gaze." It's an eye-opening talk about the need for accountability in coding - as algorithms take over more and more aspects of our lives.
Key facts
Provider | TEDx |
---|---|
Course Type | Video / Talk |
Level | Beginner |
Pre-requisites | No experience needed |
Availability | On demand |
Certification/upgrades | Not applicable |
Time Commitment |
8:44 mins |
Assessment | No assessment |
Platform | website |
Registration required | No registration |