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design and data science

@deanmalmgren
@DsAtweet
2013 december
brighttalk
design and data science

@deanmalmgren
@DsAtweet
2013 december
brighttalk
design and data science

innovating with data
requires a unique approach

@deanmalmgren
@DsAtweet
2013 december
brighttalk
Through 2015,
85% of Fortune 500 organizations
will be unable to exploit big data
for competitive advantage.

@deanmalmgren | bit.ly/design-data
no solutions available?

@deanmalmgren | bit.ly/design-data
successful all, companies are really different
no solutions available?

@deanmalmgren | bit.ly/design-data
no solutions available?

Innovation does not come from a product,

but from a process.

@deanmalmgren | bit.ly/design-data
design: the process of creating

@deanmalmgren | bit.ly/design-data
design: the process of creating

ideo’s
humancentered
design

@deanmalmgren | bit.ly/design-data
design: the process of creating

ideo’s
humancentered
design

eric ries’
lean startup
@deanmalmgren | bit.ly/design-data
design: the process of creating

ideo’s
humancentered
design

agile
programming

eric ries’
lean startup
@deanmalmgren | bit.ly/design-data
design: the process of creating

@deanmalmgren | bit.ly/design-data
unique challenges of designing with data

@deanmalmgren | bit.ly/design-data
unique challenges of designing with data
stakeholder naiveté

@deanmalmgren | bit.ly/design-data
unique challenges of designing with data
red tape

@deanmalmgren | bit.ly/design-data
unique challenges of designing with data
terminology barriers

@deanmalmgren | bit.ly/design-data
unique challenges of designing with data
unknown need

@deanmalmgren | bit.ly/design-data
unique challenges of designing with data
stakeholder alignment

@deanmalmgren | bit.ly/design-data
unique challenges of designing with data
analysis distrust

@deanmalmgren | bit.ly/design-data
unique challenges of designing with data
stakeholder naiveté

unknown need

red tape

terminology barriers

stakeholder alignment

analysis distrust

@deanmalmgren | bit.ly/design-data
lessons learned from designing with data
duct tape and popsicle sticks

@deanmalmgren | bit.ly/design-data
lessons learned from designing with data
duct tape and popsicle sticks

@deanmalmgren | bit.ly/design-data
lessons learned from designing with data
duct tape and popsicle sticks

@deanmalmgren | bit.ly/design-data
lessons learned from designing with data
duct tape and popsicle sticks
stakeholder naiveté

unknown need

terminology barriers

stakeholder alignment
@deanmalmgren | bit.ly/design-data
lessons learned from designing with data
rapid iteration

@deanmalmgren | bit.ly/design-data
lessons learned from designing with data
rapid iteration

@deanmalmgren | bit.ly/design-data
lessons learned from designing with data
rapid iteration

@deanmalmgren | bit.ly/design-data
lessons learned from designing with data
rapid iteration

@deanmalmgren | bit.ly/design-data
lessons learned from designing with data
rapid iteration

@deanmalmgren | bit.ly/design-data
lessons learned from designing with data
rapid iteration

@deanmalmgren | bit.ly/design-data
lessons learned from designing with data
rapid iteration

@deanmalmgren | bit.ly/design-data
lessons learned from designing with data
rapid iteration

@deanmalmgren | bit.ly/design-data
lessons learned from designing with data
rapid iteration

@deanmalmgren | bit.ly/design-data
lessons learned from designing with data
rapid iteration

@deanmalmgren | bit.ly/design-data
lessons learned from designing with data
rapid iteration

@deanmalmgren | bit.ly/design-data
lessons learned from designing with data
rapid iteration

@deanmalmgren | bit.ly/design-data
lessons learned from designing with data
rapid iteration

@deanmalmgren | bit.ly/design-data
lessons learned from designing with data
rapid iteration

@deanmalmgren | bit.ly/design-data
lessons learned from designing with data
rapid iteration
terminology barriers

stakeholder alignment

analysis distrust

@deanmalmgren | bit.ly/design-data
lessons learned from designing with data
simplicity for starters

@deanmalmgren | bit.ly/design-data
lessons learned from designing with data
simplicity for starters

@deanmalmgren | bit.ly/design-data
lessons learned from designing with data
simplicity for starters
stakeholder naiveté

unknown need

analysis distrust
@deanmalmgren | bit.ly/design-data
lessons learned from designing with data
explain it to your grandmother

@deanmalmgren | bit.ly/design-data
lessons learned from designing with data
explain it to your grandmother
stakeholder naiveté

terminology barriers

analysis distrust
@deanmalmgren | bit.ly/design-data
lessons learned from designing with data
surrogate data is better than none

@deanmalmgren | bit.ly/design-data
lessons learned from designing with data
surrogate data is better than none

@deanmalmgren | bit.ly/design-data
lessons learned from designing with data
surrogate data is better than none
stakeholder naiveté

unknown need

red tape

analysis distrust
@deanmalmgren | bit.ly/design-data
lessons learned from designing with data
transparency

@deanmalmgren | bit.ly/design-data
lessons learned from designing with data
transparency

@deanmalmgren | bit.ly/design-data
lessons learned from designing with data
transparency
red tape

analysis distrust
@deanmalmgren | bit.ly/design-data
innovating with data
requires a unique approach
http://bit.ly/design-data
!

@deanmalmgren
dean.malmgren@datascopeanalytics.com

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20131212 BrightTALK: design and data science

  • 1. design and data science @deanmalmgren @DsAtweet 2013 december brighttalk
  • 2. design and data science @deanmalmgren @DsAtweet 2013 december brighttalk
  • 3. design and data science innovating with data requires a unique approach @deanmalmgren @DsAtweet 2013 december brighttalk
  • 4. Through 2015, 85% of Fortune 500 organizations will be unable to exploit big data for competitive advantage. @deanmalmgren | bit.ly/design-data
  • 6. successful all, companies are really different no solutions available? @deanmalmgren | bit.ly/design-data
  • 7. no solutions available? Innovation does not come from a product,
 but from a process. @deanmalmgren | bit.ly/design-data
  • 8. design: the process of creating @deanmalmgren | bit.ly/design-data
  • 9. design: the process of creating ideo’s humancentered design @deanmalmgren | bit.ly/design-data
  • 10. design: the process of creating ideo’s humancentered design eric ries’ lean startup @deanmalmgren | bit.ly/design-data
  • 11. design: the process of creating ideo’s humancentered design agile programming eric ries’ lean startup @deanmalmgren | bit.ly/design-data
  • 12. design: the process of creating @deanmalmgren | bit.ly/design-data
  • 13. unique challenges of designing with data @deanmalmgren | bit.ly/design-data
  • 14. unique challenges of designing with data stakeholder naiveté @deanmalmgren | bit.ly/design-data
  • 15. unique challenges of designing with data red tape @deanmalmgren | bit.ly/design-data
  • 16. unique challenges of designing with data terminology barriers @deanmalmgren | bit.ly/design-data
  • 17. unique challenges of designing with data unknown need @deanmalmgren | bit.ly/design-data
  • 18. unique challenges of designing with data stakeholder alignment @deanmalmgren | bit.ly/design-data
  • 19. unique challenges of designing with data analysis distrust @deanmalmgren | bit.ly/design-data
  • 20. unique challenges of designing with data stakeholder naiveté unknown need red tape terminology barriers stakeholder alignment analysis distrust @deanmalmgren | bit.ly/design-data
  • 21. lessons learned from designing with data duct tape and popsicle sticks @deanmalmgren | bit.ly/design-data
  • 22. lessons learned from designing with data duct tape and popsicle sticks @deanmalmgren | bit.ly/design-data
  • 23. lessons learned from designing with data duct tape and popsicle sticks @deanmalmgren | bit.ly/design-data
  • 24. lessons learned from designing with data duct tape and popsicle sticks stakeholder naiveté unknown need terminology barriers stakeholder alignment @deanmalmgren | bit.ly/design-data
  • 25. lessons learned from designing with data rapid iteration @deanmalmgren | bit.ly/design-data
  • 26. lessons learned from designing with data rapid iteration @deanmalmgren | bit.ly/design-data
  • 27. lessons learned from designing with data rapid iteration @deanmalmgren | bit.ly/design-data
  • 28. lessons learned from designing with data rapid iteration @deanmalmgren | bit.ly/design-data
  • 29. lessons learned from designing with data rapid iteration @deanmalmgren | bit.ly/design-data
  • 30. lessons learned from designing with data rapid iteration @deanmalmgren | bit.ly/design-data
  • 31. lessons learned from designing with data rapid iteration @deanmalmgren | bit.ly/design-data
  • 32. lessons learned from designing with data rapid iteration @deanmalmgren | bit.ly/design-data
  • 33. lessons learned from designing with data rapid iteration @deanmalmgren | bit.ly/design-data
  • 34. lessons learned from designing with data rapid iteration @deanmalmgren | bit.ly/design-data
  • 35. lessons learned from designing with data rapid iteration @deanmalmgren | bit.ly/design-data
  • 36. lessons learned from designing with data rapid iteration @deanmalmgren | bit.ly/design-data
  • 37. lessons learned from designing with data rapid iteration @deanmalmgren | bit.ly/design-data
  • 38. lessons learned from designing with data rapid iteration @deanmalmgren | bit.ly/design-data
  • 39. lessons learned from designing with data rapid iteration terminology barriers stakeholder alignment analysis distrust @deanmalmgren | bit.ly/design-data
  • 40. lessons learned from designing with data simplicity for starters @deanmalmgren | bit.ly/design-data
  • 41. lessons learned from designing with data simplicity for starters @deanmalmgren | bit.ly/design-data
  • 42. lessons learned from designing with data simplicity for starters stakeholder naiveté unknown need analysis distrust @deanmalmgren | bit.ly/design-data
  • 43. lessons learned from designing with data explain it to your grandmother @deanmalmgren | bit.ly/design-data
  • 44. lessons learned from designing with data explain it to your grandmother stakeholder naiveté terminology barriers analysis distrust @deanmalmgren | bit.ly/design-data
  • 45. lessons learned from designing with data surrogate data is better than none @deanmalmgren | bit.ly/design-data
  • 46. lessons learned from designing with data surrogate data is better than none @deanmalmgren | bit.ly/design-data
  • 47. lessons learned from designing with data surrogate data is better than none stakeholder naiveté unknown need red tape analysis distrust @deanmalmgren | bit.ly/design-data
  • 48. lessons learned from designing with data transparency @deanmalmgren | bit.ly/design-data
  • 49. lessons learned from designing with data transparency @deanmalmgren | bit.ly/design-data
  • 50. lessons learned from designing with data transparency red tape analysis distrust @deanmalmgren | bit.ly/design-data
  • 51. innovating with data requires a unique approach http://bit.ly/design-data ! @deanmalmgren dean.malmgren@datascopeanalytics.com