Has your puppy joined the dark side?

Machine learning is permeating mobile and web app development. To create modern, interactive apps that can evolve over time, it's a good idea to learn how to build and use machine learning models.

We thought we'd combine our knowledge and build a web app using Vue.js and then use that app to embed an ML model that is trained using the Custom Vision AI service to tell if the furry animals living in my house are Shihtzu or Ewoks.

In this talk we'll share our experience of building a progressive web app, intergrating ML and adding in a bit of Continuous Integration/Continuous Delivery (CI/CD) to push updates to GitHub. [Note: There will be gratuitous puppy and Ewok pictures throughout]