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

Coursera MOOC / Non-credit USD 49
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Build Intelligent iOS Apps with Core ML 3: Learn & Apply AI

About this course

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. This course provides a guided, end-to-end learning path—from setting up an Xcode project and managing permissions to processing images, handling orientation metadata, and executing predictions using pre-trained and custom models. Learners also explore creating their own text classification datasets and integrating model outputs into user-friendly UI components. What makes this course unique is its practical, project-based approach, using real Core ML models, real device capabilities, and real examples that mirror professional iOS development scenarios. Instead of focusing on theory alone, learners build functioning ML-powered features step by step, gaining confidence to deploy intelligent apps on Apple platforms. By the end, they will have a complete workflow for adding machine learning to any iOS app.

What you'll learn

  • Integrate Core ML 3 and Vision frameworks into iOS applications
  • Design and implement real-time image and text classification features
  • Create custom text classification datasets
  • Develop user-friendly UI components that incorporate model outputs

Course objectives

  • Provide a practical and guided approach to machine learning in mobile development
  • Build functioning ML-powered features step by step

Skills you'll gain

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