~/talk

DBTB INT Jill Desmond

on YouTube 03m
Talkat Data By the Bay 2016 · 2016-05-16..05-20· [machine-learning, data-engineering]

speaker

name:Jill Desmond
links:none on file

resources

video:https://youtu.be/yCXHSpYw0q4
slides:none on file

summary

Works at VersaMe as a senior data scientist and describes an iterative workflow that abandons optimistic first passes and rebuilds data collection until labels are usable, arguing accurately labeled data is crucial because algorithms cannot learn from noisy ground truth. Describes an original project using machine learning for cochlear implants to detect and mitigate reverberation and a product that uses analytics to encourage parents to interact more with children, with lessons about painful but necessary relabeling cycles.

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