Fundamentals of Machine Learning

Preparatory Reading Material

• I, Pencil

Experience

• Ask Delphi
  • Delphi is a research prototype designed to model people’s moral judgments on a variety of everyday situations. This demo shows the abilities and limitations of state-of-the-art models today.
• NVIDIA AI Demos
  • Several cool demos from the NVIDIA research team

Lecture Slides

• Lecture 2 Slides (PDF - 30 Mb)

Lecture Notes

Work in Progress

Additional Reading Material

• Trustworthy Machine Learning: Machine Learning Lifecycle
• Machine Learning + Design
  • Pointers to several interesting resource, developed by designers for designers

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