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Innovation and Design for Machine Learning - Liesbeth Dingemans

56 min • 8 april 2022

We talked about:

  • Liesbeth’s background
  • What is design?
  • The importance of interaction in design
  • Design as a process (Double Diamond technique)
  • How long does it take to go from an idea to finishing the second diamond?
  • Design thinking (Google’s PAIR)
  • What is a Design Sprint and who should participate in it?
  • Why should data specialists care about design?
  • Challenging your task-giver (asking “why”)
  • How to avoid the “Chinese whisper game” (reiterating the problem)
  • Defining the roadmap for data science teams
  • What is innovation?
  • Bringing innovation to your management
  • Task force-team approach to solving problems
  • Innovation, resource management issues, and using data to back your ideas
  • Words of advice for those interested in design and innovation


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