Professional Certificate in AI in Conversational Interfaces
-- ViewingNowThe Professional Certificate in AI in Conversational Interfaces is a crucial course designed to equip learners with the latest AI technologies to create conversational interfaces. This program is vital in today's digital age, where chatbots and virtual assistants have become indispensable to businesses and organizations.
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⢠Fundamentals of Artificial Intelligence: Introduction to AI, AI applications, AI vs. traditional programming, machine learning, deep learning, neural networks
⢠Conversational Interfaces: Basics of conversational interfaces, design principles, conversational UX, natural language processing (NLP), chatbot architecture
⢠Natural Language Understanding (NLU): Text processing, tokenization, part-of-speech tagging, parsing, sentiment analysis, named entity recognition
⢠Dialogue Management: Dialogue design, state management, context modeling, dialogue systems, intent recognition, entity extraction
⢠Natural Language Generation (NLG): Text generation, data-to-text, template-based and rule-based approaches, statistical and neural models
⢠Machine Learning for Conversational AI: Supervised, unsupervised, and reinforcement learning, deep learning techniques for conversational interfaces
⢠Evaluating and Improving Conversational Interfaces: Metrics, user testing, A/B testing, analytics, continuous improvement
⢠AI Ethics and Bias in Conversational Interfaces: Ethics in AI, fairness, accountability, transparency, avoiding and mitigating bias in conversational interfaces
⢠Deploying and Scaling Conversational Interfaces: Cloud infrastructure, microservices, DevOps, orchestration, monitoring, versioning, and deployment strategies
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