1M. 10M. 100M. Data!

Monica Rogati (Data Natives)
Data
Location: Murray Hill Suite A

How do data infrastructure, insights and products change when your user base grows by orders of magnitude? When should you move your user-facing data product off your laptop? (hint: now!) Does your data offer insights about the world at large, or is it just mirroring your early adopters?
In this talk, I will share some of the data scaling lessons we’ve learned at LinkedIn, recount war stories (and close calls!) and document the evolution of the data scientist.

Photo of Monica Rogati

Monica Rogati

Data Natives

Monica Rogati (@mrogati) is a leader in the field of data science. She built key data products and teams at Jawbone and LinkedIn; she is now a widely recognized advisor and speaker.

As the VP of Data, Monica built Jawbone’s data science and engineering team, focusing on developing data products that helped millions lead healthier lives. Her team also analyzed Jawbone’s data to derive novel insights about sleep, movement and food, then turned these insights into products, compelling data stories and interactive visualizations.

At LinkedIn, Monica was one of the early members of the data science team. She developed LinkedIn’s key data products for job matching and recommendations, and she doubled the effectiveness of the “people you may know” algorithm that drives the growth of LinkedIn’s connection graph.

Monica’s data stories have been published in the Wall Street Journal, New York Times, Time, NPR, and CNN. Fast Company recognized her as one of the 100 most creative people in business, and Fortune named her as one of the Big Data All-Stars.

Monica has a Ph.D. in Computer Science from CMU, where she focused on text mining and machine learning. She has eight US patents and has published numerous papers in top-tier peer-reviewed journals and conference proceedings. She is frequently invited to keynote industry and academic conferences.

Sponsors

  • Aster Data
  • EMC Greenplum
  • GE
  • Lexis Nexis
  • MarkLogic
  • Tableau Software
  • Cloudera
  • DataStax
  • Informatica
  • DataSift
  • Splunk
  • Amazon Web Services
  • Datameer
  • Impetus
  • Karmasphere
  • MapR Technologies
  • Pervasive
  • Platform Computing
  • Revolution Analytics
  • Sybase
  • Xeround
  • Media-Science
  • Platfora

Sponsorship Opportunities

For information on sponsorship opportunities at the conference, contact Susan Stewart at sstewart@oreilly.com

Press & Media

For media-related inquiries, contact Maureen Jennings at maureen@oreilly.com

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