Learners will apply machine learning models, design intuitive interfaces, and implement real-time image and text classification to build intelligent iOS applications. By completing this course, learners will gain hands-on experience integrating Core ML 3 and Vision into practical workflows, enabling them to develop apps that recognize images, classify text, and interact seamlessly with device cameras.

Build Intelligent iOS Apps with Core ML 3: Learn & Apply AI

Build Intelligent iOS Apps with Core ML 3: Learn & Apply AI

Instructor: EDUCBA
Access provided by ExxonMobil
Recommended experience
What you'll learn
Integrate Core ML 3 and Vision frameworks to implement real-time image and text classification in iOS apps.
Build end-to-end ML workflows, including model setup, data handling, predictions, and UI integration.
Design intuitive interfaces that present machine learning results effectively using camera and text inputs.
Skills you'll gain
Details to know

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11 assignments
December 2025
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There are 3 modules in this course
This module introduces learners to Core ML 3, essential iOS development concepts, and the foundational tools required to build intelligent mobile apps. Learners explore the project structure, understand Core ML workflows, set up an Xcode project, manage permissions, and work with the camera and photo library to acquire images for machine learning processing.
What's included
9 videos4 assignments
This module guides learners through the complete image classification pipeline using Core ML and the Vision framework. They integrate pre-trained models, design user interfaces for classification apps, process images correctly, manage orientation issues, and execute predictions using real-time camera or photo library inputs.
What's included
9 videos4 assignments
This module explores text classification using Core ML 3, covering dataset preparation, category definition, model integration, and user input processing. Learners will complete the full pipeline to classify text inputs, interpret model outputs, and deliver meaningful results through an iOS app interface.
What's included
5 videos3 assignments
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