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BACS took on a Current Account Switch Service campaign in the U.K. and deployed machine learning with programmatic ad buying.
Prior to 2018, AI was mostly in the domain of large tech companies that deployed machine learning to increase efficiency and scale behind the scenes.
The work of [23] also deployed machine learning for the advertisement classification problem, by training a supervised learning classifier on labeled data (based on phone numbers of known traffickers) provided by a victim advocacy group.
They deployed machine learning algorithms and statistical models, but ultimately found that there just wasn't enough data: Their processes successfully identified reviews relating to recalled products, but couldn't predict those recalls with any accuracy.
Since graduating from the MIDS program in 2017, she has processed terabytes of data to help solve advertising tech issues at Yahoo and deployed machine learning models to support various teams at ThousandEyes.
Once a technology has been deployed, machine learning can also be used to analyze system logs to quickly and even proactively flag errors.
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The new "inference" AI chip could help Facebook and others deploy machine learning more efficiently and cheaply.
EverString deploys machine learning to identify, extract, and model a categorization scheme of companies so that users in the B2B space can more accurately identify opportunities.
The startup helps HR professionals fight attrition by scraping LinkedIn data and deploying machine learning algorithms to predict employees' flight risk.
As part of our work in this space, we have built and open-sourced the TensorFlow system (tensorflow.org), a widely popular system designed to easily express machine learning ideas, and to quickly train, evaluate and deploy machine learning systems.
She goes for an alarming ride in a driverless car, concluding "the cyborg future is not coming any time soon"; uses artificial intelligence to investigate why students can't pass standardized tests; deploys machine learning to predict which passengers survived the Titanic disaster; and attempts to repair the U.S. campaign finance system by building AI software.
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