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Design Thinking
for Data ScienceZeydy Ortiz, Ph. D.
DataCrunch Lab, LLC
Twitter: @DrZeydy | @DCrunchLab
DataCrunch
Lab
Data Science Process
2
Understand
the problem
Formulate
hypothesis
Understand
the data
Analyze
data
Prepare
results
Present
results
DataCrunch
Lab
Design Thinking Process
3
Empathize
Define
Ideate
Prototype
Test
DataCrunch
Lab
Valuable Resources
4
 A Virtual Crash Course in Design Thinking
https://dschool.stanford.edu/resources-collections/a-virtual-
crash-course-in-design-thinking
 “The Best Data Scientists Get Out and Talk to People” –
Thomas C. Redman, Harvard Business Review
https://hbr.org/2017/01/the-best-data-scientists-get-out-and-
talk-to-people
 Design Thinking Explained http://www.designkit.org/human-
centered-design
 5 Stages in the Design Thinking Process
https://www.interaction-design.org/literature/article/5-
stages-in-the-design-thinking-process?ep=cv3
 Design Thinking, Essential Problem Solving 101- It’s More
Than Scientific https://www.interaction-
design.org/literature/article/design-thinking-essential-
problem-solving-101-it-s-more-than-scientific?ep=cv3
 Design Thinking Methods http://www.designkit.org/methods

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Analytics>Forward - Design Thinking for Data Science

  • 1. Design Thinking for Data ScienceZeydy Ortiz, Ph. D. DataCrunch Lab, LLC Twitter: @DrZeydy | @DCrunchLab
  • 2. DataCrunch Lab Data Science Process 2 Understand the problem Formulate hypothesis Understand the data Analyze data Prepare results Present results
  • 4. DataCrunch Lab Valuable Resources 4  A Virtual Crash Course in Design Thinking https://dschool.stanford.edu/resources-collections/a-virtual- crash-course-in-design-thinking  “The Best Data Scientists Get Out and Talk to People” – Thomas C. Redman, Harvard Business Review https://hbr.org/2017/01/the-best-data-scientists-get-out-and- talk-to-people  Design Thinking Explained http://www.designkit.org/human- centered-design  5 Stages in the Design Thinking Process https://www.interaction-design.org/literature/article/5- stages-in-the-design-thinking-process?ep=cv3  Design Thinking, Essential Problem Solving 101- It’s More Than Scientific https://www.interaction- design.org/literature/article/design-thinking-essential- problem-solving-101-it-s-more-than-scientific?ep=cv3  Design Thinking Methods http://www.designkit.org/methods