Global Certificate in AI and Connected Devices
-- ViewingNowThe Global Certificate in AI and Connected Devices is a comprehensive course designed to equip learners with essential skills in Artificial Intelligence (AI) and Internet of Things (IoT). This course is crucial in the current tech-driven world, where AI and IoT have become indispensable.
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โข Introduction to Artificial Intelligence (AI): Understanding AI basics, history, and importance. Exploring AI types and applications.
โข Machine Learning (ML): ML principles, algorithms, and techniques. Supervised, unsupervised, and reinforcement learning.
โข Deep Learning (DL): Neural networks, backpropagation, and activations functions. Convolutional Neural Networks (CNN) and Recurrent Neural Networks (RNN).
โข Natural Language Processing (NLP): Text processing, sentiment analysis, and machine translation. Word embeddings and transformer models.
โข Computer Vision: Image recognition, object detection, and facial analysis. Convolutional Neural Networks (CNN) and transfer learning.
โข AI in IoT and Connected Devices: AI applications in IoT, edge computing, and smart devices. AI-driven data processing and decision making.
โข Ethics and Governance in AI: Responsible AI, privacy, and security concerns. Bias, fairness, and transparency in AI systems.
โข AI Development Tools and Platforms: Popular AI frameworks, libraries, and platforms. Developing and deploying AI models.
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