Global Certificate in AI Applications: Connected Systems
-- ViewingNowThe Global Certificate in AI Applications: Connected Systems is a comprehensive course that addresses the growing industry demand for AI and machine learning skills. This certificate program emphasizes the importance of connected systems in today's data-driven world, where AI applications play a critical role in enhancing business processes and decision-making.
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โข AI Foundations: Introduction to Artificial Intelligence, History of AI, Types of AI, AI Applications, Limitations and Ethical Considerations
โข Machine Learning Essentials: Supervised Learning, Unsupervised Learning, Reinforcement Learning, Machine Learning Algorithms, Model Training and Evaluation
โข Deep Learning: Neural Networks, Convolutional Neural Networks, Recurrent Neural Networks, Long Short-Term Memory, Generative Adversarial Networks
โข Computer Vision: Image Processing, Object Detection, Image Segmentation, Facial Recognition, Optical Character Recognition
โข Natural Language Processing: Text Analysis, Sentiment Analysis, Text Classification, Named Entity Recognition, Machine Translation
โข Connected Systems: Internet of Things, Edge Computing, Fog Computing, Cloud Computing, Cyber-Physical Systems
โข AI-enabled Connected Systems: AI Integration in IoT, AI-driven Edge Computing, AI-powered Fog Computing, AI for Cyber-Physical Systems
โข AI Applications in Connected Systems: Smart Cities, Smart Homes, Industrial Automation, Connected Vehicles, Wearables
โข AI System Design and Deployment: AI Architecture, Model Deployment, Scalability and Performance, Monitoring and Maintenance
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