Gradient Flow

Tag: crowdsource

  • Building human-assisted AI applications

    [A version of this post appears on the O’Reilly Radar.] The O’Reilly Data Show Podcast: Adam Marcus on intelligent systems and human-in-the-loop computing. Subscribe to the O’Reilly Data Show Podcast to explore the opportunities and techniques…

  • Building a business that combines human experts and data science

    The O’Reilly Data Show podcast: Eric Colson on algorithms, human computation, and building data science teams. [A version of this post appears on the O’Reilly Radar.] Subscribe to the O’Reilly Data Show Podcast to explore the…

  • Real-world Active Learning

    Beyond building training sets for machine-learning, crowdsourcing is being used to enhance the results of machine-learning models: in active learning, humans take care of uncertain cases, models handle the routine ones. Active Learning is one of…

  • Crowdsourcing Feature discovery

    More than algorithms, companies gain access to models that incorporate ideas generated by teams of data scientists [A version of this post appears on the O’Reilly Data blog and Forbes.] Data scientists were among the earliest…