Topology Meets Big Data

SF Data Mining is looking forward to an exciting Peninsula event in downtown Palo Alto. We are fortunate to have a talk hosted by and at Ayasdi.

Abstract:

Ayasdi is very excited to host the first ever Palo Alto SF Data Mining Meetup at their headquarters.

During the Meetup, Jesse Paquette will teach you about how the ancient branch of mathematics called topology is being leveraged for big data analysis in the form of Topological Data Analysis (TDA). More specifically, you will learn why and how topology has been applied to big data in order to automatically surface hidden signals within high dimensional, high volume datasets.

Following Jesse, Muthu Alagappan, who was named to the 2013 Forbes 30 under 30 Sports list, will demo how he has leveraged Ayasdi Iris with TDA to reinvent and redefine the positions of basketball. His findings have led to him helping some of the top NBA teams in the nation, as well as landing him speaking opportunities at SXSW, TEDx, and MIT Sloan Sports Analytics Conference.

Agenda:

6:30 - 7:00: Beer and Pizza

7:00 - 7:30: Jesse Paquette explaining TDA followed by Q&A

7:30 - 8:00: Muthu Alagappan demoing his basketball analysis followed by Q&A

8:00 - 9:00: Networking

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  • Miles M.

    Hey All!

    I hope you enjoyed the meetup. The videos are finally up

    Anthony's Talk on TDA: http://youtu.be/4RNpuZydlKY
    Muthu's Talk on The New Positions of Basketball: http://youtu.be/i-49Nniwuiw

    June 7, 2013

  • JeffD

    Thanks Anthony for posting the links, was going to look for papers.

    May 23, 2013

  • Anthony B.

    For those of you who want more technical information on Topological Data Analysis I recommend the comptop preprint server:

    http://comptop.stanford.edu/preprints/

    For a comprehensive overview of the different strains of TDA I recommend Gunnar's "Topology and Data" as a jumping off point:

    http://www.ams.org/journals/bull/2009-46-02/S0273-0979-09-01249-X/

    For more information on Iris there is a nature scientific report that covers similar ground as my talk but with a different perspective:

    http://www.nature.com/srep/2013/130207/srep01236/full/srep01236.html

    The paper that originally published the method used by Iris is this one:

    http://comptop.stanford.edu/u/preprints/mapperPBG.pdf

    That said, there are a number of strains of TDA that have developed since that paper was written. Some recent work on using sheaf theory can be found here:

    http://www.math.upenn.edu/~jucurry/research.html

    3 · May 23, 2013

  • Emre

    I was excited because I barely knew the rudiments of topology, and I was able to follow the presentation. It's heartening to see professional mathematicians do something other (better?) than cryptography and computational finance!

    In the future I think it would help people like me if the presenter cited the relevant theorems and papers so we can help ourselves fill in the holes of the high-level, hand-waving explanation.

    May 22, 2013

  • Oleksandr V.

    I definitely want more meetups on that topic. :)
    These were two great talks. Thanks for organizing this.

    1 · May 22, 2013

  • A former member
    A former member

    sick, sorry!

    May 22, 2013

  • A former member
    A former member

    Can't join.

    1 · May 22, 2013

  • David S.

    Driving down from Oakland ... short notice, but anyone want a ride?

    May 22, 2013

    • Ashutosh J.

      I am travelling from Fremont, via 84. I can carpool with you if interested.

      May 22, 2013

  • Philip C.

    Can't make it unfortunately.

    May 21, 2013

  • Sudev M.

    Hi There, I would like to join this. please let me know if there is a open slot.

    Thanks,
    Sudev

    May 21, 2013

  • Jason R.

    Attendance at this event is quite limited, so please update your RSVP soon if you are unable to attend, so that others may plan to attend. Thanks!

    May 21, 2013

  • Irfan A.

    Any chance this'll be video taped?

    May 16, 2013

    • Miles M.

      I am planning on attending with some form of recording equipment for the event given the number of people on the waitlist.

      3 · May 16, 2013

    • Emre

      I have a decent portable digital audio recorder too. The more the merrier, right?

      3 · May 16, 2013

  • ERNEST M.

    looking forward it.

    April 26, 2013

  • Frank C.

    Wow, the next meetup fills up so quickly! Interesting Topic.

    April 25, 2013

  • henry c.

    Great idea hosting in the Peninsula! Great job finding awesome topics.

    2 · April 25, 2013

  • Zhou Y.

    Interesting

    April 25, 2013

  • Paul H.

    But will we also discuss Postnikov towers?

    1 · April 25, 2013

  • Owen M.

    I've been wondering when network topology methods were going to pop up in this space...

    1 · April 25, 2013

  • A former member
    A former member

    Unfortunately Palo Alto is a bit out of range, but it looks really interesting.

    April 25, 2013

  • Sharon S.

    Sounds interesting.

    April 25, 2013

  • Carl W.

    none

    April 25, 2013

  • Robert G.

    Too far away. I live in SF

    April 25, 2013

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