SlideShare a Scribd company logo
1 of 22
Download to read offline
WELCOME
Dean (@deanmalmgren)
Mike (@mstringer)
Laurie (@laurieskelly)
WHY DESIGN?
INTERVIEW
EXPLORE
SYNTHESIZE
SKETCH
OBSERVE
PROTOTYPE
FORM GROUPS
INTERVIEW
INTERVIEW
listen carefully
be thoughtful, ask why, dig deep
empathy is key
10 MINUTES
INTERVIEW
WHEN DATA IS INVOLVED
• Learn about the nuances of a problem
• What makes this relevant for humans?
• Who uses it and why?
EXPLORE
EXPLORE
build on others thoughts
prefer radical ideas
one mouth at a time
20 MINUTES
EXPLORE
WHEN DATA IS INVOLVED
• Have the attitude that “anything is possible (eventually)”
• Don’t focus too much on the details of the data or analysis
• Speak the language of the problem, not the solution
SYNTHESIZE
SYNTHESIZE
clump post-its in groups
stars will force a decision
mistakes are OK
15 MINUTES
SYNTHESIZE
WHEN DATA IS INVOLVED
• Tweak or discard clearly infeasible ideas
• But still focus on usefulness, not feasibility
SKETCH
SKETCH
sketch out your concepts
ignore distracting details
ugly is just !ine
20 MINUTES
SKETCH
WHEN DATA IS INVOLVED
• Usually sketch many times before writing any code
• Make sure concept addresses one use case well
• Use finer tipped markers, pens, and pencils for more detail
• Build even more refined wireframes with inkscape/photoshop
• Keep using the language of the problem owners, not nerd speak.
OBSERVE
OBSERVE
observe carefully
don’t defend, they’re helping you
empathy is key
10 MINUTES
OBSERVE
• Understand which parts of concept are useful or not (and why!)
• Ask for suggestions and questions
WHEN DATA IS INVOLVED
PROTOTYPE
PROTOTYPE
make your concept real
it’s not the !inished product
build for more feedback
40 MINUTES
PROTOTYPE
WHEN DATA IS INVOLVED
• This involves getting data, doing some analysis, and presenting results
• Short iteration cycle forces you to focus on essential parts
• Important thing is to start building trust with end users
• The details of feasibility come up here
• It’s OK to fail; you’ve got lots of good ideas on the backburner
THANKS
Dean (@deanmalmgren)
Mike (@mstringer)
Laurie (@laurieskelly)

More Related Content

What's hot

Creating a Virtuous Cycle - The Research and Design Feedback Loop
Creating a Virtuous Cycle - The Research and Design Feedback LoopCreating a Virtuous Cycle - The Research and Design Feedback Loop
Creating a Virtuous Cycle - The Research and Design Feedback Loop
Julie Stanford
 
Discombobulation PDF
Discombobulation PDFDiscombobulation PDF
Discombobulation PDF
bkoloski
 
Ted Circles #3
Ted Circles #3Ted Circles #3
Ted Circles #3
Richard Lucas
 
Ways to become a better presenter
Ways to become a better presenterWays to become a better presenter
Ways to become a better presenter
Oliver Garside
 

What's hot (20)

Empathy for Engineers
Empathy for EngineersEmpathy for Engineers
Empathy for Engineers
 
Creating a Virtuous Cycle - The Research and Design Feedback Loop
Creating a Virtuous Cycle - The Research and Design Feedback LoopCreating a Virtuous Cycle - The Research and Design Feedback Loop
Creating a Virtuous Cycle - The Research and Design Feedback Loop
 
The Empathetic Engineer
The Empathetic EngineerThe Empathetic Engineer
The Empathetic Engineer
 
Socrates and Lean Six Sigma: The Art of Driving Retention & Fun by Tracy O'Ro...
Socrates and Lean Six Sigma: The Art of Driving Retention & Fun by Tracy O'Ro...Socrates and Lean Six Sigma: The Art of Driving Retention & Fun by Tracy O'Ro...
Socrates and Lean Six Sigma: The Art of Driving Retention & Fun by Tracy O'Ro...
 
Gsp hpsds l2_8.5_responding to questions
Gsp hpsds l2_8.5_responding to questionsGsp hpsds l2_8.5_responding to questions
Gsp hpsds l2_8.5_responding to questions
 
#FIRMday 15 May 2014 ISV Software 'Using Testing to Identify Top Talent'
#FIRMday 15 May 2014 ISV Software 'Using Testing to Identify Top Talent'#FIRMday 15 May 2014 ISV Software 'Using Testing to Identify Top Talent'
#FIRMday 15 May 2014 ISV Software 'Using Testing to Identify Top Talent'
 
Make Meetings Make Sense - GOAT19
Make Meetings Make Sense - GOAT19Make Meetings Make Sense - GOAT19
Make Meetings Make Sense - GOAT19
 
Искусство задавать правильные вопросы, Наталья Рыбник
Искусство задавать правильные вопросы, Наталья РыбникИскусство задавать правильные вопросы, Наталья Рыбник
Искусство задавать правильные вопросы, Наталья Рыбник
 
Discombobulation PDF
Discombobulation PDFDiscombobulation PDF
Discombobulation PDF
 
Using Problem Solving Skills To Get A Job
Using Problem Solving Skills To Get A JobUsing Problem Solving Skills To Get A Job
Using Problem Solving Skills To Get A Job
 
Ted Circles #3
Ted Circles #3Ted Circles #3
Ted Circles #3
 
Tools and Methods
Tools and MethodsTools and Methods
Tools and Methods
 
Ways to become a better presenter
Ways to become a better presenterWays to become a better presenter
Ways to become a better presenter
 
Dod boise 2019 shewell
Dod boise 2019   shewellDod boise 2019   shewell
Dod boise 2019 shewell
 
People Stuff for Geeks - Toronto Agile Conference 2016
People Stuff for Geeks - Toronto Agile Conference 2016People Stuff for Geeks - Toronto Agile Conference 2016
People Stuff for Geeks - Toronto Agile Conference 2016
 
The Sherlock Librarian: Investigating Workplace Research
The Sherlock Librarian: Investigating Workplace ResearchThe Sherlock Librarian: Investigating Workplace Research
The Sherlock Librarian: Investigating Workplace Research
 
Problem solving
Problem solvingProblem solving
Problem solving
 
Test sketching by Anthony O' Reilly
Test sketching by Anthony O' Reilly Test sketching by Anthony O' Reilly
Test sketching by Anthony O' Reilly
 
Ssc
SscSsc
Ssc
 
10 tips for a better survey at UX Bristol
10 tips for a better survey at UX Bristol10 tips for a better survey at UX Bristol
10 tips for a better survey at UX Bristol
 

Similar to Design thinking for dummies (data scientists)

BaharMahhhhhhhhhhhhhhhhhhhhjrtonosi.pptx
BaharMahhhhhhhhhhhhhhhhhhhhjrtonosi.pptxBaharMahhhhhhhhhhhhhhhhhhhhjrtonosi.pptx
BaharMahhhhhhhhhhhhhhhhhhhhjrtonosi.pptx
pushkartiwari9670
 
Got Grit RA Leadership Training
Got Grit RA Leadership Training Got Grit RA Leadership Training
Got Grit RA Leadership Training
jcrockettj
 
Got grit ra leadership training
Got grit ra leadership trainingGot grit ra leadership training
Got grit ra leadership training
jcrockettj
 
How to give agood presentation?
How to give agood presentation?How to give agood presentation?
How to give agood presentation?
ahmedabbas1121
 

Similar to Design thinking for dummies (data scientists) (20)

ACI design and creativity slides 2019 day4
ACI design and creativity slides 2019 day4ACI design and creativity slides 2019 day4
ACI design and creativity slides 2019 day4
 
Learning in Public - A How to Speak in Public Workshop
Learning in Public - A How to Speak in Public WorkshopLearning in Public - A How to Speak in Public Workshop
Learning in Public - A How to Speak in Public Workshop
 
Think Like an Agilist - Agile Australia 2012
Think Like an Agilist - Agile Australia 2012Think Like an Agilist - Agile Australia 2012
Think Like an Agilist - Agile Australia 2012
 
How to Give a Good Presentation.pptx
How to Give a Good Presentation.pptxHow to Give a Good Presentation.pptx
How to Give a Good Presentation.pptx
 
Design thinking
Design thinkingDesign thinking
Design thinking
 
Coaching Skills
Coaching SkillsCoaching Skills
Coaching Skills
 
Facilitation skills
Facilitation skillsFacilitation skills
Facilitation skills
 
Unlocking the Secret Strength of Learners L2 Tokyo.pptx
Unlocking the Secret Strength of Learners L2 Tokyo.pptxUnlocking the Secret Strength of Learners L2 Tokyo.pptx
Unlocking the Secret Strength of Learners L2 Tokyo.pptx
 
Take it home
Take it homeTake it home
Take it home
 
BaharMahhhhhhhhhhhhhhhhhhhhjrtonosi.pptx
BaharMahhhhhhhhhhhhhhhhhhhhjrtonosi.pptxBaharMahhhhhhhhhhhhhhhhhhhhjrtonosi.pptx
BaharMahhhhhhhhhhhhhhhhhhhhjrtonosi.pptx
 
Understanding Myers Briggs to Improve Communications and Build on Strengths
Understanding Myers Briggs to Improve Communications and Build on StrengthsUnderstanding Myers Briggs to Improve Communications and Build on Strengths
Understanding Myers Briggs to Improve Communications and Build on Strengths
 
Critical Thinking Routines for the Modern Classroom
Critical Thinking Routines for the Modern ClassroomCritical Thinking Routines for the Modern Classroom
Critical Thinking Routines for the Modern Classroom
 
Enabling Innovation
Enabling InnovationEnabling Innovation
Enabling Innovation
 
Got Grit RA Leadership Training
Got Grit RA Leadership Training Got Grit RA Leadership Training
Got Grit RA Leadership Training
 
Got grit ra leadership training
Got grit ra leadership trainingGot grit ra leadership training
Got grit ra leadership training
 
Why are some students so annoying?
Why are some students so annoying?Why are some students so annoying?
Why are some students so annoying?
 
Stacey Seronick: Kaizen You! Continuous Improvement for You and Your Team
Stacey Seronick: Kaizen You! Continuous Improvement for You and Your TeamStacey Seronick: Kaizen You! Continuous Improvement for You and Your Team
Stacey Seronick: Kaizen You! Continuous Improvement for You and Your Team
 
A Primer For Design Thinking For Business
A Primer For Design Thinking For BusinessA Primer For Design Thinking For Business
A Primer For Design Thinking For Business
 
How to give good presentation
How to give good presentationHow to give good presentation
How to give good presentation
 
How to give agood presentation?
How to give agood presentation?How to give agood presentation?
How to give agood presentation?
 

More from Dean Malmgren

More from Dean Malmgren (11)

20160504 scrubadub
20160504 scrubadub20160504 scrubadub
20160504 scrubadub
 
20160419 CCASA
20160419 CCASA20160419 CCASA
20160419 CCASA
 
20151020 Metis
20151020 Metis20151020 Metis
20151020 Metis
 
20150409 nuvention analytics
20150409 nuvention analytics20150409 nuvention analytics
20150409 nuvention analytics
 
quant skillz beyond wall st: deriving value from large, non-financial datasets
quant skillz beyond wall st: deriving value from large, non-financial datasetsquant skillz beyond wall st: deriving value from large, non-financial datasets
quant skillz beyond wall st: deriving value from large, non-financial datasets
 
Solving for ambiguity: what the data literate can learn from the design process
Solving for ambiguity: what the data literate can learn from the design processSolving for ambiguity: what the data literate can learn from the design process
Solving for ambiguity: what the data literate can learn from the design process
 
Strata preview 2014: Design thinking for dummies (data scientists)
Strata preview 2014: Design thinking for dummies (data scientists)Strata preview 2014: Design thinking for dummies (data scientists)
Strata preview 2014: Design thinking for dummies (data scientists)
 
20131212 BrightTALK: design and data science
20131212 BrightTALK: design and data science20131212 BrightTALK: design and data science
20131212 BrightTALK: design and data science
 
Fledgling ideas to useful dashboard
Fledgling ideas to useful dashboardFledgling ideas to useful dashboard
Fledgling ideas to useful dashboard
 
20130411 nu lecture
20130411 nu lecture20130411 nu lecture
20130411 nu lecture
 
20120223 um cfe
20120223 um cfe20120223 um cfe
20120223 um cfe
 

Recently uploaded

How to Build a Simple Shopify Website
How to Build a Simple Shopify WebsiteHow to Build a Simple Shopify Website
How to Build a Simple Shopify Website
mark11275
 
一比一定(购)卡尔顿大学毕业证(CU毕业证)成绩单学位证
一比一定(购)卡尔顿大学毕业证(CU毕业证)成绩单学位证一比一定(购)卡尔顿大学毕业证(CU毕业证)成绩单学位证
一比一定(购)卡尔顿大学毕业证(CU毕业证)成绩单学位证
wpkuukw
 
Design-System - FinTech - Isadora Agency
Design-System - FinTech - Isadora AgencyDesign-System - FinTech - Isadora Agency
Design-System - FinTech - Isadora Agency
Isadora Agency
 
怎样办理伯明翰大学学院毕业证(Birmingham毕业证书)成绩单留信认证
怎样办理伯明翰大学学院毕业证(Birmingham毕业证书)成绩单留信认证怎样办理伯明翰大学学院毕业证(Birmingham毕业证书)成绩单留信认证
怎样办理伯明翰大学学院毕业证(Birmingham毕业证书)成绩单留信认证
eeanqy
 
Abortion pills in Kuwait 🚚+966505195917 but home delivery available in Kuwait...
Abortion pills in Kuwait 🚚+966505195917 but home delivery available in Kuwait...Abortion pills in Kuwait 🚚+966505195917 but home delivery available in Kuwait...
Abortion pills in Kuwait 🚚+966505195917 but home delivery available in Kuwait...
drmarathore
 
一比一原版(ANU毕业证书)澳大利亚国立大学毕业证原件一模一样
一比一原版(ANU毕业证书)澳大利亚国立大学毕业证原件一模一样一比一原版(ANU毕业证书)澳大利亚国立大学毕业证原件一模一样
一比一原版(ANU毕业证书)澳大利亚国立大学毕业证原件一模一样
yhavx
 
Top profile Call Girls In Sonipat [ 7014168258 ] Call Me For Genuine Models W...
Top profile Call Girls In Sonipat [ 7014168258 ] Call Me For Genuine Models W...Top profile Call Girls In Sonipat [ 7014168258 ] Call Me For Genuine Models W...
Top profile Call Girls In Sonipat [ 7014168258 ] Call Me For Genuine Models W...
nirzagarg
 
怎样办理巴斯大学毕业证(Bath毕业证书)成绩单留信认证
怎样办理巴斯大学毕业证(Bath毕业证书)成绩单留信认证怎样办理巴斯大学毕业证(Bath毕业证书)成绩单留信认证
怎样办理巴斯大学毕业证(Bath毕业证书)成绩单留信认证
eeanqy
 
Simple Conference Style Presentation by Slidesgo.pptx
Simple Conference Style Presentation by Slidesgo.pptxSimple Conference Style Presentation by Slidesgo.pptx
Simple Conference Style Presentation by Slidesgo.pptx
balqisyamutia
 
Top profile Call Girls In eluru [ 7014168258 ] Call Me For Genuine Models We ...
Top profile Call Girls In eluru [ 7014168258 ] Call Me For Genuine Models We ...Top profile Call Girls In eluru [ 7014168258 ] Call Me For Genuine Models We ...
Top profile Call Girls In eluru [ 7014168258 ] Call Me For Genuine Models We ...
gajnagarg
 

Recently uploaded (20)

How to Build a Simple Shopify Website
How to Build a Simple Shopify WebsiteHow to Build a Simple Shopify Website
How to Build a Simple Shopify Website
 
Furniture & Joinery Details_Designs.pptx
Furniture & Joinery Details_Designs.pptxFurniture & Joinery Details_Designs.pptx
Furniture & Joinery Details_Designs.pptx
 
Just Call Vip call girls Fatehpur Escorts ☎️8617370543 Two shot with one girl...
Just Call Vip call girls Fatehpur Escorts ☎️8617370543 Two shot with one girl...Just Call Vip call girls Fatehpur Escorts ☎️8617370543 Two shot with one girl...
Just Call Vip call girls Fatehpur Escorts ☎️8617370543 Two shot with one girl...
 
Essential UI/UX Design Principles: A Comprehensive Guide
Essential UI/UX Design Principles: A Comprehensive GuideEssential UI/UX Design Principles: A Comprehensive Guide
Essential UI/UX Design Principles: A Comprehensive Guide
 
一比一定(购)卡尔顿大学毕业证(CU毕业证)成绩单学位证
一比一定(购)卡尔顿大学毕业证(CU毕业证)成绩单学位证一比一定(购)卡尔顿大学毕业证(CU毕业证)成绩单学位证
一比一定(购)卡尔顿大学毕业证(CU毕业证)成绩单学位证
 
Call Girls Jalaun Just Call 8617370543 Top Class Call Girl Service Available
Call Girls Jalaun Just Call 8617370543 Top Class Call Girl Service AvailableCall Girls Jalaun Just Call 8617370543 Top Class Call Girl Service Available
Call Girls Jalaun Just Call 8617370543 Top Class Call Girl Service Available
 
Design-System - FinTech - Isadora Agency
Design-System - FinTech - Isadora AgencyDesign-System - FinTech - Isadora Agency
Design-System - FinTech - Isadora Agency
 
怎样办理伯明翰大学学院毕业证(Birmingham毕业证书)成绩单留信认证
怎样办理伯明翰大学学院毕业证(Birmingham毕业证书)成绩单留信认证怎样办理伯明翰大学学院毕业证(Birmingham毕业证书)成绩单留信认证
怎样办理伯明翰大学学院毕业证(Birmingham毕业证书)成绩单留信认证
 
Abortion pills in Kuwait 🚚+966505195917 but home delivery available in Kuwait...
Abortion pills in Kuwait 🚚+966505195917 but home delivery available in Kuwait...Abortion pills in Kuwait 🚚+966505195917 but home delivery available in Kuwait...
Abortion pills in Kuwait 🚚+966505195917 but home delivery available in Kuwait...
 
一比一原版(ANU毕业证书)澳大利亚国立大学毕业证原件一模一样
一比一原版(ANU毕业证书)澳大利亚国立大学毕业证原件一模一样一比一原版(ANU毕业证书)澳大利亚国立大学毕业证原件一模一样
一比一原版(ANU毕业证书)澳大利亚国立大学毕业证原件一模一样
 
Top profile Call Girls In Sonipat [ 7014168258 ] Call Me For Genuine Models W...
Top profile Call Girls In Sonipat [ 7014168258 ] Call Me For Genuine Models W...Top profile Call Girls In Sonipat [ 7014168258 ] Call Me For Genuine Models W...
Top profile Call Girls In Sonipat [ 7014168258 ] Call Me For Genuine Models W...
 
Eye-Catching Web Design Crafting User Interfaces .docx
Eye-Catching Web Design Crafting User Interfaces .docxEye-Catching Web Design Crafting User Interfaces .docx
Eye-Catching Web Design Crafting User Interfaces .docx
 
怎样办理巴斯大学毕业证(Bath毕业证书)成绩单留信认证
怎样办理巴斯大学毕业证(Bath毕业证书)成绩单留信认证怎样办理巴斯大学毕业证(Bath毕业证书)成绩单留信认证
怎样办理巴斯大学毕业证(Bath毕业证书)成绩单留信认证
 
The hottest UI and UX Design Trends 2024
The hottest UI and UX Design Trends 2024The hottest UI and UX Design Trends 2024
The hottest UI and UX Design Trends 2024
 
Simple Conference Style Presentation by Slidesgo.pptx
Simple Conference Style Presentation by Slidesgo.pptxSimple Conference Style Presentation by Slidesgo.pptx
Simple Conference Style Presentation by Slidesgo.pptx
 
Just Call Vip call girls Kasganj Escorts ☎️8617370543 Two shot with one girl ...
Just Call Vip call girls Kasganj Escorts ☎️8617370543 Two shot with one girl ...Just Call Vip call girls Kasganj Escorts ☎️8617370543 Two shot with one girl ...
Just Call Vip call girls Kasganj Escorts ☎️8617370543 Two shot with one girl ...
 
Top profile Call Girls In eluru [ 7014168258 ] Call Me For Genuine Models We ...
Top profile Call Girls In eluru [ 7014168258 ] Call Me For Genuine Models We ...Top profile Call Girls In eluru [ 7014168258 ] Call Me For Genuine Models We ...
Top profile Call Girls In eluru [ 7014168258 ] Call Me For Genuine Models We ...
 
Q4-W4-SCIENCE-5 power point presentation
Q4-W4-SCIENCE-5 power point presentationQ4-W4-SCIENCE-5 power point presentation
Q4-W4-SCIENCE-5 power point presentation
 
TRose UXPA Experience Design Concord .pptx
TRose UXPA Experience Design Concord .pptxTRose UXPA Experience Design Concord .pptx
TRose UXPA Experience Design Concord .pptx
 
Hackathon evaluation template_latest_uploadpdf
Hackathon evaluation template_latest_uploadpdfHackathon evaluation template_latest_uploadpdf
Hackathon evaluation template_latest_uploadpdf
 

Design thinking for dummies (data scientists)