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

Курс от EDUCBA
Средний≈ 7.6 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

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.

Навыки, которые вы освоите

Artificial Intelligence and Machine Learning (AI/ML)Apple XcodeUser Interface (UI) DesignUser Interface (UI)Classification AlgorithmsMobile DevelopmentNatural Language ProcessingMachine Learning SoftwareUser Interface and User Experience (UI/UX) DesignKnowledge of Apple SoftwareImage AnalysisApple iOSApplication DeploymentiOS DevelopmentUI ComponentsPredictive ModelingReal Time DataModel DeploymentComputer VisionModel Training

Программа курса

3 модулей · 37 учебных материалов

01Foundations of Core ML 3 & iOS App Setup15 материалов

Getting Started with Core ML 3

Introduction to ProjectВидеоNew Features Core ML 3ВидеоControl FlowВидеоGetting Started with Core ML 3Задание

Starting the iOS Project

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EDUCBA

Преподаватель курса

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

≈ 7.6 ч

3 модулей

Язык: Английский

Субтитры: Арабский, Французский, Итальянский, Бразильский португальский, Корейский, Индонезийский, Испанский, Японский

Часть программы вашего университета
Creat New Xcode ProjectВидео
Action SheetВидео
Starting the iOS ProjectЗадание

Working with Images in iOS

How to Fetch ImageВидеоPhoto Library and CameraВидеоAdding Camera Usage DescriptionВидеоDifference Between UIImageВидеоWorking with Images in iOSЗаданиеPlanning an ML-Powered Image Classification Workflow in iOSDIALOGUEFoundations of Core ML 3 & iOS App SetupЗаданиеDesigning the Core ML 3 Image Workflow for an iOS AppDIALOGUE
02Building Intelligence: Image Classification Workflow13 материалов

Image Processing & Model Integration

Using VN Image Request Handler ВидеоSqueezeNet ML ModelВидеоCreating ModelВидеоImage Processing & Model IntegrationЗадание

UI Development for Image Classification

Designing UIВидеоDesigning UI ContinueВидеоCreating IBOutletsВидеоUI Development for Image ClassificationЗадание

Capturing & Classifying Images

Open CameraВидеоIdentify Image using Custom ImageВидеоIdentify Image using Custom Image ContinueВидеоCapturing & Classifying ImagesЗаданиеBuilding Intelligence: Image Classification WorkflowЗадание
03Advanced ML Models: Text Classification in Core ML 39 материалов

Creating a Custom Text Classifier

Custom Text Classifier ModelВидеоCustom Text Classifier Model ContinueВидеоCreating a Custom Text ClassifierЗадание

Text Classification Deep Dive

Text Classifier Model Part 1ВидеоText Classifier Model Part 2ВидеоText Classifier Model Part 3ВидеоText Classification Deep DiveЗаданиеAdvanced ML Models: Text Classification in Core ML 3ЗаданиеArchitecting a Multi-Model Core ML App for iOS DeploymentDIALOGUE