Gradient Flow

Tag: graph

  • Graphs as the front end for machine learning

    [A version of this post appears on the O’Reilly Radar.] The O’Reilly Data Show Podcast: Leo Meyerovich on building large-scale, interactive applications that enable visual investigations. In this episode of the Data Show, I spoke with…

  • How machine learning can be used to write more secure computer programs

    [A version of this post appears on the O’Reilly Radar.] The O’Reilly Data Show Podcast: Fabian Yamaguchi on the potential of using large-scale analytics on graph representations of code. In this episode of the Data Show,…

  • Graph databases are powering mission-critical applications

    The O’Reilly Data Show Podcast: Emil Eifrem on popular applications of graph technologies, cloud computing, and company culture. [This piece was co-written by Shannon Cutt. A version of this post appears on the O’Reilly Radar.] Subscribe…

  • Network structure and dynamics in online social systems

    Understanding information cascades, viral content, and significant relationships. [A version of this post appears on the O’Reilly Radar blog.] I rarely work with social network data, but I’m familiar with the standard problems confronting data scientists…

  • The evolution of GraphLab

    [A version of this post appears on the O’Reilly Radar blog.] Editor’s note: Carlos Guestrin will be part of the team teaching Large-scale Machine Learning Day at Strata + Hadoop World in San Jose. Visit the…

  • Bits from the Data Store

    Semi-regular field notes from the world of data: Tucked away in the community room at the recent GraphLab conference, I took a few people to a demo by Graphistry, a startup that lets users visually interact…

  • There are many use cases for graph databases and analytics

    Business users are becoming more comfortable with graph analytics [A version of this post appears on the O’Reilly Radar blog.] The rise of sensors and connected devices will lead to applications that draw from network/graph data…

  • Network Science Dashboards

    Networks graphs can be used as primary visual objects with conventional charts used to supply detailed views [A version of this post appears on the O’Reilly Data blog.] With Network Science well on its way to…

  • Extending GraphLab to tables

    The popular graph analytics framework extends its coverage of the data science workflow [A version of this post appears on the O’Reilly Data blog and Forbes.] GraphLab’s SFrame, an interesting and somewhat under-the-radar tool was unveiled1…

  • Graphs, Time-series, Dataviz, and Crowdsourcing at Strata Santa Clara 2014

    There are many fantastic talks at Strata and it can be overwhelming to navigate the schedule. I plan to list talks I’m hoping to catch in a series of “time-turner” posts (check this blog on Wed/Thu…