How to Build a Recommendation System in SwiftUI

Learn how to provide personalized recommendations to users based on their past behavior

ML Musings
2 min readFeb 1, 2023
Photo by Med Badr Chemmaoui on Unsplash

Recommendation systems are an important tool for providing personalized recommendations to users based on their past behavior. In this article, we will explore how to implement a recommendation system in SwiftUI.

SwiftUI is a user interface framework for Apple platforms that provides an easy-to-use declarative syntax for building complex interfaces. With its support for data binding and visualization, SwiftUI is a great choice for building recommendation systems that are integrated into an app’s user interface.

Let’s look at how we can implement a recommendation system in SwiftUI:

Collect data

The first step in building a recommendation system is to collect data on user behavior. This may involve tracking what items users are viewing, purchasing, or rating.

//Example data collection
let userA = ["item1", "item2", "item3", "item4", "item5"]
let userB = ["item2", "item3", "item4", "item5", "item6"]
let userC = ["item1", "item3", "item5", "item7", "item9"]

Calculate similarity

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ML Musings
ML Musings

Written by ML Musings

✨ I enjoy pushing the boundaries of JS, Python, SwiftUI and AI. You can support my work through coffee - www.buymeacoffee.com/MLMusings

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