Postgraduate Certificate in AI for Web Services
-- ViewingNowThe Postgraduate Certificate in AI for Web Services is a comprehensive course that addresses the growing industry demand for AI and machine learning skills. This certificate course is designed to equip learners with essential AI concepts, techniques, and tools to build intelligent web services.
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โข AI Fundamentals: Introduction to AI, history, key concepts, and principles.
โข Machine Learning: Supervised and unsupervised learning, regression, classification, clustering, and neural networks.
โข Deep Learning: Multilayer neural networks, convolutional neural networks, recurrent neural networks, and long short-term memory.
โข Natural Language Processing: Text processing, sentiment analysis, topic modeling, and named entity recognition.
โข Computer Vision: Image recognition, object detection, and semantic segmentation.
โข AI Ethics and Regulations: Bias, fairness, privacy, transparency, and legal compliance.
โข AI for Web Services: AI applications in web services, including recommendation systems, chatbots, and predictive analytics.
โข AI Project Management: AI project lifecycle, risk management, and stakeholder communication.
โข AI Tools and Frameworks: TensorFlow, PyTorch, Keras, and Scikit-learn.
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