Get started with machine learning and the Core ML framework, and learn how to build your own custom machine learning model and integrate it into an iOS app.
Overview
Syllabus
Introduction
- Welcome
- What you should know
- Using the exercise files
- Machine learning and Core ML
- Custom models with Turi Create
- Your machine learning setup
- Getting comfortable with Python, part 1
- Getting comfortable with Python, part 2
- The data set we work with
- Work with Turi Create
- Prepare the data for Turi Create
- Create an ML model with Turi Create
- Our sample app: Dogs vs. Cats
- A quick look around the Xcode project
- Implement an image picker controller
- The Vision framework and Core ML
- An animal detector powered by Vision
- Our machine learning model in action
- Next steps
Taught by
Brian Advent
