Machine learning is a word that is being discussed these days. Apple has the perfect tool for anyone who wants to learn ML. A tool called CreateML, which helps developers create custom machine learning models without deep knowledge of machine learning. I will guide you how to use CreateML.
Things to prepare:
- A Macbook - In order to use CreateML we need a macbook as our development device since CreateML is only available on XCode and XCode is only available on macbooks.
- XCode App — Apple's integrated development environment (IDE) for macOS. When we make apps for Apple devices, XCode is used to document our code, but don't worry, we don't need to write code for this guide.
- Dataset - This is the data we need to train the model so that it can make predictions based on the studied dataset.
Let's build a model
You need to open Xcode, open the Xcode tab → open the developer tools → CreateML.
CreateML provides a variety of model templates, you can choose according to what kind of model you want to make. In this case, I will use image classification to make a model about garbage classification.
You can name the project whatever you want and save it somewhere in the folder.