Advanced Certificate in Conversational AI and Emerging Technologies
-- ViewingNowThe Advanced Certificate in Conversational AI and Emerging Technologies is a comprehensive course designed to empower learners with essential skills in cutting-edge AI technologies. This course focuses on conversational AI, chatbots, and other emerging technologies that are revolutionizing industries and reshaping the future of work.
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⢠Unit 1: Introduction to Conversational AI â Fundamentals, applications, and benefits of conversational AI, natural language processing (NLP), and machine learning (ML).
⢠Unit 2: NLP Techniques â Text preprocessing, tokenization, part-of-speech tagging, named entity recognition, sentiment analysis, and emotion detection.
⢠Unit 3: Machine Learning Models â Supervised, unsupervised, and reinforcement learning algorithms, deep learning, and neural networks for conversational AI.
⢠Unit 4: Advanced Dialogue Management â Context awareness, user modeling, and personalization in managing conversational AI dialogues.
⢠Unit 5: Speech Recognition and Synthesis â Speech-to-text and text-to-speech technologies, automatic speech recognition (ASR) and TTS engines, and their integration with conversational AI.
⢠Unit 6: Chatbot Architecture and Design â Designing, developing, and deploying chatbots across various platforms and devices.
⢠Unit 7: Ethical and Legal Considerations â Privacy, security, data protection, and ethical guidelines for conversational AI.
⢠Unit 8: Evaluation and Metrics â Quantitative and qualitative evaluation methods, performance metrics, and benchmarking for conversational AI.
⢠Unit 9: Emerging Trends and Future Directions â Voice-activated assistants, multi-modal interfaces, and the future of conversational AI in various industries.
⢠Unit 10: Capstone Project â Students design and implement a complete conversational AI solution, integrating all the concepts taught in the course.
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