The workshop consists of a brief overview of what's currently possible with machine learning, followed by an outcome-based service design project prompted by real-world opportunities. For our service design project, we'll go through simple data analysis (provided data), verifying that our service provides value, and behavior change. This workshop will explore basic machine learning and data science techniques, and explore Experience Design's role and relationship with machine learning, and delve in to the ethics and pitfalls of machine learning and behavior change.

What topics will be covered?

Data analysis
Machine learning
Story telling with data
Influencing behavior

What exercises will be done?

Telling the story
What's machine learning?
How does machine learning actually work?
Planning out nudges

What will the audience take away from the workshop?

A basic understanding of machine learning and the basic language and knowledge to be able to contribute to projects that involve machine learning.

Any requirements for attending?