Certificate in Native Development + Artificial Intelligence
-- ViewingNowThe Certificate in Native Development + Artificial Intelligence is a comprehensive course designed to equip learners with essential skills in native app development and AI technologies. This course is crucial in today's digital age, where businesses are increasingly relying on mobile applications and AI for growth and innovation.
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โข Introduction to Native Development – Overview of native app development, advantages and challenges, native platforms (iOS and Android)
โข iOS Native Development – Swift programming language, Xcode IDE, SwiftUI, AppDelegate, storyboards, building and submitting iOS apps
โข Android Native Development – Java and Kotlin programming languages, Android Studio IDE, layouts, Activities, Intents, publishing Android apps
โข Cross-platform Native Development – Comparison of cross-platform frameworks, React Native, Xamarin, Flutter, Ionic, Cordova
โข Artificial Intelligence (AI) Basics – Overview of AI, machine learning, deep learning, AI applications, ethical considerations
โข AI in Native Development – CoreML (iOS) and TensorFlow Lite (Android) for on-device AI, integrating AI models in native apps
โข Building AI Models – Data preprocessing, feature engineering, model training and evaluation, popular libraries and platforms
โข AI Model Optimization – Model compression, quantization, pruning, deploying optimized AI models on mobile devices
โข Security and Privacy in AI – Securing AI models and data, privacy-preserving AI techniques, best practices for data handling
โข Capstone Project – Design and implementation of a native app with AI capabilities, integrating AI models, user experience, app store submission
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- BasicUnderstandingSubject
- ProficiencyEnglish
- ComputerInternetAccess
- BasicComputerSkills
- DedicationCompleteCourse
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- ThreeFourHoursPerWeek
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- TwoThreeHoursPerWeek
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