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Using Machine Learning to detect harmful social media content

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Manage episode 304567622 series 2890471
Content provided by Enginears. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Enginears 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.

Inflammatory behaviour is rife on Twitter and any social media platform at the moment. Astroscreen have built ML models to raise the alarm for information warfare; Fake Accounts, Bot Detection, inflammatory behaviour/language.
We take Astroscreen on that journey of explaining to us how they moved from a bot classification platform to full misinformation analysis and how that shift in mindset happened.
We understand the complexity around building some of the models and what they are designed to do.
We understand a little bit about the architecture/infrastructure (AWS, SageMaker, Google Bert etc).
And much more..
Prefer to watch your podcasts?
Check us out on YouTube: https://bit.ly/3dCMPRb
You can also find us on Twitter at: http://bit.ly/36cTJYr

Prefer to watch your podcasts?
Check us out on YouTube: https://www.youtube.com/@Enginearsio
Edited by: hunterdigital.co.uk


Hosted by Ausha. See ausha.co/privacy-policy for more information.

  continue reading

129 episodes

Artwork
iconShare
 
Manage episode 304567622 series 2890471
Content provided by Enginears. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Enginears 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.

Inflammatory behaviour is rife on Twitter and any social media platform at the moment. Astroscreen have built ML models to raise the alarm for information warfare; Fake Accounts, Bot Detection, inflammatory behaviour/language.
We take Astroscreen on that journey of explaining to us how they moved from a bot classification platform to full misinformation analysis and how that shift in mindset happened.
We understand the complexity around building some of the models and what they are designed to do.
We understand a little bit about the architecture/infrastructure (AWS, SageMaker, Google Bert etc).
And much more..
Prefer to watch your podcasts?
Check us out on YouTube: https://bit.ly/3dCMPRb
You can also find us on Twitter at: http://bit.ly/36cTJYr

Prefer to watch your podcasts?
Check us out on YouTube: https://www.youtube.com/@Enginearsio
Edited by: hunterdigital.co.uk


Hosted by Ausha. See ausha.co/privacy-policy for more information.

  continue reading

129 episodes

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