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Talks by Szilard (related to the machine learning benchmark)

KDD 2017 Conference

Invited Talk (Applied Data Science Track)

Machine Learning Software in Practice: Quo Vadis?

Halifax, Canada, August 2017

Conference | Abstract | Slides | Video


KDD 2017 Conference

Invited Panelist (Applied Data Science Panel)

Benchmarks and Process Management in Data Science: Will We Ever Get Over the Mess?

Moderator: Usama Fayyad

Halifax, Canada, August 2017

Conference | Panel Abstract | Video


R in Finance conference

Keynote Talk

No-Bullshit Data Science

Chicago, May 2017

Event | Slides | Video


LA Data Science/Machine Learning Meetup

Machine Learning in Production

May 2017

Event | Slides | Video | Supplemental Material


Crunch Conference

No-Bullshit Data Science

October 2016

Event | Slides | Video


useR! 2016 Conference

Size of Datasets for Analytics and Implications for R

Stanford, June 2016

Event | Slides | Video


H2O World 2015 Conference

Benchmarking open source ML platforms

Mountain View, November 2015

Event | Slides | Video


LA Machine Learning Meetup @eHarmony

Benchmarking Machine Learning Tools for Scalability, Speed and Accuracy

June 2015

Event | Slides | Video | Screencast | Code