A Designer's Guide to AI & Machine Learning - Workshop

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Event description
This interactive workshop gives participants a deep dive into AI, machine learning, and emerging technology.

About this event

This interactive workshop gives participants a deep dive into AI, machine learning, and emerging technology, through the lens of human-centered design. This approach provides individuals & teams a repeatable and scalable toolkit that can be applied to building better AI-enabled solutions.

The program, delivered by the author of the upcoming AI Product Design Handbook, is intended for those involved with bringing disruptive digital products & services to market. Participants will walk away with a set of tools, methods & frameworks focused on applying these technologies to customer and organizational problems.


Participants will leave the workshop empowered with a deep understanding of AI & machine learning, along with new tools, methods and frameworks for a human-centered approach to these powerful technologies.

Target Audience

UX designers, product managers/directors, product designers

Assumed Audience Knowledge

None assumed

Five Things Audience Members Will Learn

Upon completion of this program, participants will:

  1. Gain confidence speaking about AI and its use cases (machine learning, deep learning, narrow vs. general)
  2. Be able to understand design patterns and use cases for AI products, services, and platforms
  3. Understand AI design & validation methods, such as a confusion matrix, and how to apply them
  4. Have a toolkit with frameworks for AI-focused ideation and overcoming technical barriers (toolkit includes several canvas tools, ideation deck, and program workbook)
  5. Understand the ethical and business impacts of data bias on AI & machine learning algorithms

Needed to Participate

Chrome on a desktop or laptop with audio/video capabilities

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