Invited Talk (Applied Data Science Track)
Machine Learning Software in Practice: Quo Vadis?
Halifax, Canada, August 2017
Conference | Abstract | Slides | Video
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
Keynote Talk
No-Bullshit Data Science
Chicago, May 2017
Machine Learning in Production
May 2017
Event | Slides | Video | Supplemental Material
No-Bullshit Data Science
October 2016
Size of Datasets for Analytics and Implications for R
Stanford, June 2016
Benchmarking open source ML platforms
Mountain View, November 2015
Benchmarking Machine Learning Tools for Scalability, Speed and Accuracy
June 2015
Event | Slides | Video | Screencast | Code