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
Cela se termine bientôt : Obtenez des compétences de niveau supérieur avec Coursera Plus pour 199 $ (régulièrement 399 $). Économisez maintenant.

Expérience recommandée
Ce que vous apprendrez
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.
Compétences que vous acquerrez
- Catégorie : Apple iOS
- Catégorie : Real Time Data
- Catégorie : Swift Programming
- Catégorie : iOS Development
- Catégorie : User Interface (UI)
- Catégorie : Apple Xcode
- Catégorie : Natural Language Processing
- Catégorie : Image Analysis
- Catégorie : Artificial Intelligence and Machine Learning (AI/ML)
- Catégorie : Application Deployment
- Catégorie : User Interface and User Experience (UI/UX) Design
- Catégorie : Mobile Development
- Catégorie : Classification Algorithms
- Catégorie : Computer Vision
- Catégorie : Knowledge of Apple Software
- Catégorie : Model Deployment
Détails à connaître

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Il y a 3 modules dans ce cours
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.
Inclus
9 vidéos4 devoirs
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.
Inclus
9 vidéos4 devoirs
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.
Inclus
5 vidéos3 devoirs
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