Professional Development Summit 2020
  • Home
  • Registration
  • Program
    • 2023 Session One >
      • Employer Panel
      • Juliet Turpin
      • Ross Saunders
      • Chris Keevill
      • Natalie Ripp
    • 2023 Session Two >
      • Women in Technology Panel
      • Susan Power
      • Robert Newcombe
      • Greg Kirczenow
      • Zafar Muhammad
    • 2023 Session Three >
      • Agile Panel
      • Carlo Carandang
      • Graham MacDougall
      • Jessica Reid
      • Angela Arsenault
  • Keynote - Shawn Kanungo
  • Sponsor
  • About Us
    • About Us
    • Contact Us
    • PDS Committee
  • Previous Events
    • 2019 Program >
      • Opening Address - Chris Crowell
      • Mike Lipkin - Keynote
      • 2019 Session One >
        • Precious Williams
        • 2019 Robert Newcombe
        • Martin Davis
        • Women in IT Mini-Panel
        • Dawson Mossman
      • 2019 Session Two >
        • 2019 Susan Power
        • Doug Denny
        • Karla Pooley
        • Blockchain Mini Panel
        • Thomas Ley
      • 2019 Session Three >
        • Tracy Zwicker-Forbes
        • James Slupsky
        • Kim Scaravelli
        • Nachiket Parab
        • Chris Mitchell
    • 2018 Program >
      • Jim Harris Morning Keynote Speaker
      • Jim Harris Lunch Keynote Speaker
      • 2018 Session One >
        • Jean-Claude Beaudry
        • John Robertson
        • Chris Fullerton
        • Bill Carroll
        • Ian Ghent
      • 2018 Session Two >
        • Danielle Comeau
        • Stephen Smith
        • Martha Wenc
        • Andrew Pery
        • Mini-panel - Evolution of Technology
      • 2018 Session Three >
        • Charles Villanyi Bokor
        • Melanie Gallant
        • Mini-panel PM Stories
        • Tim Dickinson
        • James Slupsky
      • 2018 Session Four >
        • Perry McLeod
        • John Buckley
        • Emad Rizkalla
        • Michelle Murray
    • 2017 Program >
      • Ted Graham Keynote Speaker
      • 2017 Executive Panel >
        • Fawn Annan - Moderator
        • Peter Burns
        • Sandra Cascadden
        • Roman Coba
        • Spiro Bokolas
        • Jeremy Wubs
      • 2017 Session One >
        • Dianne Gaudet
        • Kevin Schwenker
        • Brenda Fay
        • Matthew Leach
        • Jeremy McCurdy
      • 2017 Session Two >
        • Katalin Allen
        • Victor Zhu
        • Gary Cox
        • Robin Veinotte
        • Nathan Dennison
      • 2017 Session Three >
        • Ian MacNeil and Carrie Forbes
        • John Trites
        • Teri Fearn
        • Brian Fanning
        • Anas Aman
      • 2017 Session Four >
        • Victoria Mcintosh
        • John Robertson
        • Emily Hemlow
        • Jordan Kyriakidis
        • Patrick Rogers
    • 2016 Program >
      • 2016 Keynotes >
        • Jennifer Gillivan - Opening Keynote
        • Perry Monaco - Lunch Keynote
      • 2016 Session One >
        • Ian MacVicar
        • Natalie Doyle Oldfield
        • Victor Zhu
        • Grant Sullivan and Greg Foran
      • 2016 Session Two >
        • Livia Botyanszki Boss
        • Ron RIchard
        • Patricia Uptegrove
        • Dale Kehler and Lynn Clark
      • 2016 Session Three >
        • Catherine Vardy
        • Devin Cameron and Melissa Reid
        • Steve Caseley
        • Victoria McIntosh 2016
      • 2016 Session Four >
        • Louise Harris
        • Mike Frenette
        • Stephen Doiron
        • Tim Pratt
    • 2015 Program >
      • 2015 Session One
      • 2015 Session Two
      • 2015 Session Three
      • 2015 Session Four
    • 2014 Presentations
    • 2013 Presentations
    • 2013 Workshops
    • 2012 Presentations
    • 2012 Workshops
    • 2011 Presentations
Picture
Stephen Smith
Mariner Innovations

The Top Eight Ways We Fail with Predictive Analytics in Business

​​Presentation Synopsis:  Far too often predictive models are never deployed by the business end user they were intended for. And powerful models are misapplied, leading to expensive mistakes. To understand why, we conducted more than thirty in-depth interviews with predictive analytics experts across health, finance and other industries. That research resulted in a compilation of the top eight ways that these practitioners have seen predictive analytics models fail in their businesses. These failures were reviewed and analyzed for commonalities and culminated in best practices in technology, process and organization that these best-in-class practitioners employ to keep predictive analytics models safe and productive.


Speaker’s Bio:  Mariner Innovations Inc. would like to present Mr. Stephen J. Smith who is the research director for data science at the Eckerson Group. His unique perspective comes from his real-world experience in leading the teams that built the predictive analytics products Darwin (Thinking Machines), Discovery Server (Dun & Bradstreet), JogNog (G7 Research) and Optas. He has written extensively in the fields of data mining, machine learning, parallel supercomputing, text understanding and simulated evolution and published in the Communications of the ACM and IEEE Transactions on Pattern Analysis and Machine Intelligence. He has also authored two books for McGaw-Hill: Data Warehousing, Data Mining and OLAP and Building Data Mining Application for CRM. He has patents in the fields of predictive analytics, educational technology, big data, and machine learning. He currently serves as a lead mentor at the MIT Venture Mentoring Service and holds a BS in Electrical Engineering from MIT and an MS in Applied Sciences from Harvard University.

​





 Partner Associations Include:
Picture
Picture
Picture
Picture
Picture
2023
  • Home
  • Registration
  • Program
    • 2023 Session One >
      • Employer Panel
      • Juliet Turpin
      • Ross Saunders
      • Chris Keevill
      • Natalie Ripp
    • 2023 Session Two >
      • Women in Technology Panel
      • Susan Power
      • Robert Newcombe
      • Greg Kirczenow
      • Zafar Muhammad
    • 2023 Session Three >
      • Agile Panel
      • Carlo Carandang
      • Graham MacDougall
      • Jessica Reid
      • Angela Arsenault
  • Keynote - Shawn Kanungo
  • Sponsor
  • About Us
    • About Us
    • Contact Us
    • PDS Committee
  • Previous Events
    • 2019 Program >
      • Opening Address - Chris Crowell
      • Mike Lipkin - Keynote
      • 2019 Session One >
        • Precious Williams
        • 2019 Robert Newcombe
        • Martin Davis
        • Women in IT Mini-Panel
        • Dawson Mossman
      • 2019 Session Two >
        • 2019 Susan Power
        • Doug Denny
        • Karla Pooley
        • Blockchain Mini Panel
        • Thomas Ley
      • 2019 Session Three >
        • Tracy Zwicker-Forbes
        • James Slupsky
        • Kim Scaravelli
        • Nachiket Parab
        • Chris Mitchell
    • 2018 Program >
      • Jim Harris Morning Keynote Speaker
      • Jim Harris Lunch Keynote Speaker
      • 2018 Session One >
        • Jean-Claude Beaudry
        • John Robertson
        • Chris Fullerton
        • Bill Carroll
        • Ian Ghent
      • 2018 Session Two >
        • Danielle Comeau
        • Stephen Smith
        • Martha Wenc
        • Andrew Pery
        • Mini-panel - Evolution of Technology
      • 2018 Session Three >
        • Charles Villanyi Bokor
        • Melanie Gallant
        • Mini-panel PM Stories
        • Tim Dickinson
        • James Slupsky
      • 2018 Session Four >
        • Perry McLeod
        • John Buckley
        • Emad Rizkalla
        • Michelle Murray
    • 2017 Program >
      • Ted Graham Keynote Speaker
      • 2017 Executive Panel >
        • Fawn Annan - Moderator
        • Peter Burns
        • Sandra Cascadden
        • Roman Coba
        • Spiro Bokolas
        • Jeremy Wubs
      • 2017 Session One >
        • Dianne Gaudet
        • Kevin Schwenker
        • Brenda Fay
        • Matthew Leach
        • Jeremy McCurdy
      • 2017 Session Two >
        • Katalin Allen
        • Victor Zhu
        • Gary Cox
        • Robin Veinotte
        • Nathan Dennison
      • 2017 Session Three >
        • Ian MacNeil and Carrie Forbes
        • John Trites
        • Teri Fearn
        • Brian Fanning
        • Anas Aman
      • 2017 Session Four >
        • Victoria Mcintosh
        • John Robertson
        • Emily Hemlow
        • Jordan Kyriakidis
        • Patrick Rogers
    • 2016 Program >
      • 2016 Keynotes >
        • Jennifer Gillivan - Opening Keynote
        • Perry Monaco - Lunch Keynote
      • 2016 Session One >
        • Ian MacVicar
        • Natalie Doyle Oldfield
        • Victor Zhu
        • Grant Sullivan and Greg Foran
      • 2016 Session Two >
        • Livia Botyanszki Boss
        • Ron RIchard
        • Patricia Uptegrove
        • Dale Kehler and Lynn Clark
      • 2016 Session Three >
        • Catherine Vardy
        • Devin Cameron and Melissa Reid
        • Steve Caseley
        • Victoria McIntosh 2016
      • 2016 Session Four >
        • Louise Harris
        • Mike Frenette
        • Stephen Doiron
        • Tim Pratt
    • 2015 Program >
      • 2015 Session One
      • 2015 Session Two
      • 2015 Session Three
      • 2015 Session Four
    • 2014 Presentations
    • 2013 Presentations
    • 2013 Workshops
    • 2012 Presentations
    • 2012 Workshops
    • 2011 Presentations