DIY Fake News Detector: Unmask misinformation with Recurrent Neural Networks

Machine Learning Tech Brief By HackerNoon

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Grumpy helps a reader choose the best hydrangea for their hometown. Plus, Grumpy’s gripe of the week. You can find us online at southernliving.com/askgrumpy Ask Grumpy Credits: Steve Bender aka The Grumpy Gardener - Host Nellah McGough - Co-Host Krissy Tiglias - GM, Southern Living Lottie Leymarie - Executive Producer Michael Onufrak - Audio Engineer/Producer Isaac Nunn - Recording Tech Learn more about your ad choices. Visit podcastchoices.com/adchoices…

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This story was originally published on HackerNoon at: https://hackernoon.com/diy-fake-news-detector-unmask-misinformation-with-recurrent-neural-networks.
Explore the power of RNNs in fake news detection, from data preprocessing to model evaluation, showcasing their potential to combat misinformation.
Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning. You can also check exclusive content about #deep-learning, #fake-news, #machine-learning, #lstm, #rnn, #misinformation, #fake-news-detector, #recurrent-neural-networks, and more.
This story was written by: @kisican. Learn more about this writer by checking @kisican's about page, and for more stories, please visit hackernoon.com.
Though challenging, it is equally rewarding to be in a position to build a fake news detection system using RNNs. This code will walk you through the stage of data preprocessing to model evaluation. The power of RNNs, especially LSTMs, is utilised while decoding sequential data to make a distinction between real and fake news. If we could fine-tune these models and get hold of global news datasets, AI can then be core in battling misinformation.

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DIY Fake News Detector: Unmask misinformation with Recurrent Neural Networks

Machine Learning Tech Brief By HackerNoon

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Machine Learning Tech Brief By HackerNoon

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41 weeks پیش12:44

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Machine Learning Tech Brief By HackerNoon

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Machine Learning Tech Brief By HackerNoon

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Machine Learning Tech Brief By HackerNoon

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Machine Learning Tech Brief By HackerNoon

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41 weeks پیش4:03

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Machine Learning Tech Brief By HackerNoon

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41 weeks پیش4:14

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Machine Learning Tech Brief By HackerNoon

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Machine Learning Tech Brief By HackerNoon

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Machine Learning Tech Brief By HackerNoon

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Machine Learning Tech Brief By HackerNoon

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Machine Learning Tech Brief By HackerNoon

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Machine Learning Tech Brief By HackerNoon

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Machine Learning Tech Brief By HackerNoon

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Machine Learning Tech Brief By HackerNoon

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42 weeks پیش7:09

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This story was originally published on HackerNoon at: https://hackernoon.com/how-ai-creates-and-spreads-disinformation-and-what-businesses-can-do-about-it . Explore the impact of AI-driven disinformation and its rapid proliferation. Learn about the challenges and risks posed by deepfakes, etc. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #generative-ai , #ai-trends , #disinformation-and-fake-news , #social-media-disinformation , #disinformation , #deepfakes , #cyber-security-awareness , #social-engineering-attacks , and more. This story was written by: @prguyvic . Learn more about this writer by checking @prguyvic's about page, and for more stories, please visit hackernoon.com . Disinformation is one of the biggest threats to governments, businesses and societies. Organizations must develop a deep understanding of AI’s capabilities, its potential for misuse and the ways in which its harmful effects can be mitigated. Businesses should train employees to identify deepfakes. Learn about the challenges and risks posed by fake narratives and manipulated algorithms. Discover how to combat AI-driven disinformation and safeguard trust.…

Machine Learning Tech Brief By HackerNoon

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Machine Learning Tech Brief By HackerNoon « » DIY Fake News Detector: Unmask misinformation with Recurrent Neural Networks

DIY Fake News Detector: Unmask misinformation with Recurrent Neural Networks

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DIY Fake News Detector: Unmask misinformation with Recurrent Neural Networks