Decision Trees @ Indeed

Every month Indeed's engineering team presents on something interesting that they're working on, and this month the talk is on decision trees. Let's crash their party, eh?

(Indeed's office is out on Hwy 360. We are not hosting this one at BlackLocus. see http://go.indeed.com/directions)

*Machine Learning at Indeed: Scaling Decision Trees* (RSVP at http://indeedeng2014feb26-aml.eventbrite.com/ ) Decision trees are a widely used machine learning technique for supervised classification. Indeed's data sets consist of tens of billions of documents with millions of distinct features. Since decision trees back some of our most important features, we built a custom distributed system to efficiently train them. Every day, we now build dozens of decision trees across this data. This same system now powers our internal analytical tools that enable quick data-driven decision-making at Indeed. Join us for a brief introduction to decision trees followed by a detailed overview of our approach to building them. The talk will be presented by our CTO, Andrew Hudson. We will broadcast a live simulcast of this @IndeedEng talk. If you can't join us in person, tune in to http://go.indeed.com/IndeedEngTalks from wherever you are online.

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  • Cheng L.

    The followup presentation on Indeed's analytics and machine learning data platform will be Wed Mar 26 at 7pm. Please RSVP at https://indeedeng2014mar26-aml.eventbrite.com so we can order food and drinks appropriately.

    March 18, 2014

  • Cheng L.

    We hope you enjoyed Andrew's presentation Machine Learning at Indeed: Scaling Decision Trees either in person or via the live video stream. We have posted the slides and video of this presentation along with all of our previous talks at http://engineering.indeed.com/talks.

    Thanks for joining us, and we look forward to seeing you again at future talks.

    March 5, 2014

  • Jim F.

    Very good presentation, at the right tech level. Great preparation.

    February 27, 2014

  • Dorothy H.

    5 stars

    February 26, 2014

  • A former member
    A former member

    Great talk, highly relevant

    February 26, 2014

  • Cheng L.

    Sorry we ran out of food. We ordered based on eventbrite rsvps, not meetup rsvps.

    February 26, 2014

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