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DevConf.cz 2018 has ended

DevConf.cz 2018 is the 10th annual, free, Red Hat sponsored community conference for developers, admins, DevOps engineers, testers, documentation writers and other contributors to open source technologies such as Linux, Middleware, Virtualization, Storage, Cloud and mobile where FLOSS communities sync, share, and hack on upstream projects together in the beautiful city of Brno, Czech Republic.

When: Friday, January 26 to Sunday, January 28, 2018

Venue: Faculty of Information Technology (VUT FIT - Božetěchova 2, Brno)

Reminders:

  • Friday 17:15: at the venue there will be a surprise show, stick around!
  • Saturday 19:00: the social event starts at Fleda Club. TICKET IS REQUIRED. Tickets will be distributed each day at check-in. First come, first serve.
  • Sunday 17:00: there will be many prizes given away at the closing session.
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Friday, January 26 • 12:30pm - 1:23pm
Probabilistic structures for scalable computing

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Limited Capacity seats available

"In this talk you'll learn about streaming algorithms and approximate data structures to characterize data sources that are too big to keep around or difficult to replay. We'll start simple, with an algorithm for on-line mean and variance estimates of a stream of samples. Then we'll look at Bloom filters (for approximate set membership), count-min sketch (for approximate member count in a multiset), and HyperLogLog (for approximate set cardinality). We'll cover implementing these algorithms, using them for data analysis (and even machine learning), and provide some intuition for why they work at scale. Come with reading knowledge of Python and leave with some cool new options in your scalable data processing toolbox!"

Speakers
avatar for William Benton

William Benton

Senior Principal Software Engineer, Red Hat, Inc.
William Benton leads a team of data scientists and engineers at Red Hat, where he has applied machine learning to problems ranging from forecasting public cloud costs to designing cycling workouts. His other professional experience includes static analysis, logic programming, and... Read More →


Friday January 26, 2018 12:30pm - 1:23pm
A-D105 Faculty of Information Technology (VUT FIT)

Attendees (78)