Machine Learning for iOS: Core ML and Create ML

38mAdvanced2020-02-05

Authors

Emmanuel Henri

Executive with 20+ years of experience in programming and design

Course details

Want to incorporate machine learning into your iOS app? With the Core ML SDK and the Create ML app from Apple, you can quickly start integrating machine learning features into your projects. In this course, Emmanuel Henri covers the basics of machine learning, as well as how to work with Core ML and Create ML to add machine learning models to your apps. Emmanuel covers the different parts of the Core ML SDK, how to set up a new project using Create ML, and how to get input values into and test a model. He also steps through how to integrate your machine learning model into an iOS application and convert models from non-iOS sources.

Topics include:
- The Core ML architecture
- Setting up a new project with the Create ML tool
- Testing a model with new data
- Integrating an ML model into an iOS app
- Converting models from other projects

Skills covered

iOS DevelopmentiOSMobile DevelopmentMachine LearningAppleArtificial Intelligence (AI)Deep Dive (X:Y)

Concepts

0. Introduction

01 - Machine learning for iOS
02 - What you should know

1. Basics of Machine Learning (ML)

03 - Setup for using Core ML
04 - Introduction to Core ML
05 - Overview of the ML architecture

2. Create Machine Learning

06 - Set up a new project with Create ML
07 - Get input values in the model
08 - Test the model with new data
09 - Preview and test

3. Integrate ML into an iOS App

10 - Base project setup
11 - Exploration of the base project
12 - Test before adding new model
13 - Integrate your model into the iOS application
14 - Final test on the simulator

4. Further Exploration

15 - Converting models from other sources
16 - Apple documentation and videos

Conclusion

17 - Next steps