Sarita Joshi

Austin, Texas, United States Contact Info
4K followers 500+ connections

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Publications

  • Build, tune, and deploy an end-to-end churn prediction model using Amazon SageMaker Pipelines

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  • Detect social media fake news using graph machine learning with Amazon Neptune ML

    Amazon

    In recent years, social media has become a common means for sharing and consuming news. However, the spread of misinformation and fake news on these platforms has posed a major challenge to the well-being of individuals and societies. Therefore, it is imperative that we develop robust and automated solutions for early detection of fake news on social media. Traditional approaches rely purely on the news content (using natural language processing) to mark information as real or fake. However…

    In recent years, social media has become a common means for sharing and consuming news. However, the spread of misinformation and fake news on these platforms has posed a major challenge to the well-being of individuals and societies. Therefore, it is imperative that we develop robust and automated solutions for early detection of fake news on social media. Traditional approaches rely purely on the news content (using natural language processing) to mark information as real or fake. However, the social context in which the news is published and shared can provide additional insights into the nature of fake news on social media and improve the predictive capabilities of fake news detection tools. In this post, we demonstrate how to use Amazon Neptune ML to detect fake news based on the content and social context of the news on social media.

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  • Making cycling safer with AWS DeepLens and Amazon SageMaker object detection

    AWS

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Languages

  • English

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  • Hindi

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  • Marathi

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