Postgraduate Certificate in Dialogue Systems
-- viewing nowThe Postgraduate Certificate in Dialogue Systems is a comprehensive course that focuses on designing and implementing conversational AI systems. In an era where voice and chat interfaces are increasingly in demand, this certificate equips learners with essential skills to create intelligent, user-friendly dialogue systems.
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Course details
• Dialogue Systems Fundamentals: Introduction to dialogue systems, natural language understanding, and generation.
• Speech Recognition: Speech recognition technology, acoustic modeling, language modeling, and decoding.
• Text-to-Speech Synthesis: Text-to-speech synthesis techniques, concatenative and parametric approaches.
• Natural Language Understanding: Natural language processing, part-of-speech tagging, parsing, and semantic role labeling.
• Dialogue Management: Dialogue management strategies, state tracking, and user modeling.
• Machine Learning for Dialogue Systems: Machine learning techniques, supervised and reinforcement learning for dialogue systems.
• Evaluation Metrics for Dialogue Systems: Evaluation metrics for dialogue systems, user satisfaction, and task success.
• Building a Dialogue System: Building a complete dialogue system, from design to implementation.
• Case Studies in Dialogue Systems: Analysis of real-world dialogue systems, their design, and evaluation.
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