Experiencing Data with Brian T. O’Neill
Experiencing Data with Brian T. O’Neill
Brian T. O’Neill from Designing for Analytics
124 - The PiCAA Framework: My Method to Generate ML/AI Use Cases from a UX Perspective
21 minutes Posted Aug 22, 2023 at 4:30 am.
Where/ how you might implement the PiCAA Framework
Focusing on the human part of your ideas
Keynote excerpt outlining the PiCAA Framework
Closing a PiCAA workshop by exploring what could go wrong
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21:51
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Show notes
In this episode, I give an overview of my PiCAA Framework, which is a framework I shared at my keynote talk for Netguru’s annual conference, Burning Minds. This framework helps with brainstorming machine learning use cases or reverse engineering them, starting with the tactic. Throughout the episode, I give context to the preliminary types of work and preparation you and your team would want to do before implementing PiCAA, as well as the process and potential pitfalls you may run into, and the end results that make it a beneficial tool to experiment with. 
 
Highlights/ Skip to:
Where/ how you might implement the PiCAA Framework (
1:22)
Focusing on the human part of your ideas (
5:04)
Keynote excerpt outlining the PiCAA Framework (
7:28)
Closing a PiCAA workshop by exploring what could go wrong (
18:03)
Links
Experiencing Data Episode 106 with Jeremy Utley
The Data Product Leadership Community
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