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How to avoid bias in Machine Learning 

Don Woodlock
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Machine learning algorithms can have a big blindspot: bias. But where does it come from?
In today’s video in my Code to Care series, I’m exploring the three primary areas of the AI process to look for bias - the data, the model, and the net effect of deploying an AI model. I also cover some relatively famous examples of bias within these three areas.
Bias is a big risk in AI, so I’m exploring where this bias comes from and what you need to evaluate before deploying a new ML model.
If you have any specific questions, drop them in the comments. I’m enjoying your input and I would love to hear from you.
#AI #artificialintelligence #ML #machinelearning #CodetoCare
Check out my LinkedIn: / donwoodlock
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ABOUT INTERSYSTEMS
Established in 1978, InterSystems Corporation is the leading provider of data technology for extremely critical data in healthcare, finance, and logistics. It’s cloud-first data platforms solve interoperability, speed, and scalability problems for large organizations around the globe.
InterSystems Corporation is ranked by Gartner, KLAs, Forrester and other industry analysts as the global leader in Data Access and Interoperability. InterSystems is the global market leader in Healthcare and Financial Services.
Website: www.intersystems.com/
RU-vid: / @intersystemscorp
LinkedIn: / intersystems
Twitter: / intersystems

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6 мар 2024

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Комментарии : 3   
@peterbedford2610
@peterbedford2610 2 месяца назад
I really like your "use cases" examples. Thanks
@MichaelRuddock
@MichaelRuddock 2 месяца назад
These videos are excellent, and so clearly explained. thank you very much.
@siddharthvj1
@siddharthvj1 2 месяца назад
nice
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