UX Reckoning – January 2025

Many UX professionals (myself included), rightfully, feel threatened by AI’s ubiquity. It is uncanny how long it has come in an extremely short time right before our eyes. I remember hearing about it at the Computer Science department where I used to teach, and I dismissively thought this was just…

Inclusive UX = Thoughtful Design

What is Inclusive User Experience? As the name suggests, users (people, site visitors, clients, customers, etc) feel that they personally are considered and welcome in that space, be it digital or physical. One example is the Humans come in all shapes and sizes, abilities, preferences, cultures, past experiences, identities, and…

Python Data structures

Features List Tuple Dictionary Set Series (pandas) Dataframes (pandas) Ideal for Sequential, mutable data Sequential, immutable data Mapping data Removing duplicates, set operations Time series, single variable analysis Multi-variable analysis, data manipulation Main Use case Storing ordered collections Immutable sequences Key-value pairs Unique elements Single column data Tabular data Data…

Standard Linear Regression with Python

Regression OLS with Python Data analysis and coding are part of the skill set of a UX researcher – especially when working with quantitative data. There are so many sources of information to learn from – but in my experience, they are not equally useful, or functional. This is the…