NICF- Conversational uis (SF)

NUS Institute of Systems Science

How long?

  • 4 days
  • in person

NUS Institute of Systems Science

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Who should attend

This course is designed for professionals who would like to learn skills to design and implement systems that can interact with users using spoken or written natural language, like chatbots and virtual assistants.

It is applicable for professionals engaged in the following areas.

  • Developers of systems requiring conversational UI
  • AI engineers or specialists
  • Project managers of conversational systems
  • Solution architects for conversational systems

About the course

Conversational User Interfaces (UIs) refers to the user-machine interaction model with the interactions occurring in the user’s spoken or written natural language. It can be implemented as applications like chatbots, virtual assistants, virtual personal assistants (VPA)-enabled wireless speakers like Amazon Echo and Google Home, etc.

Conversational UIs have drawn increasing interest from enterprises and consumers, as an alternative to GUIs, promising the shift in the responsibility of learning from user to interface. Deployed Conversational UIs now start to impact sectors like customer service, connected home solutions, smart healthcare/homecare, etc.

This course provides essential knowledge and skills required to design and build systems that can interact with users using spoken or written natural language. A combination of lectures, case studies, and workshops will be used to cover the applications of conversational UI, architectures and components of such systems, the design of conversation flow and dialogue management, Natural Language Processing techniques enabling systems to understand user utterances, response generation, handling speech input and output, evaluation metrics, etc.

This course is part of the Artificial Intelligence, Data Science and Graduate Certificate Programme in Practical Language Processing offered by NUS-ISS.

Key Takeaways

At the end of the course, the participants will be able to:

  • Determine the roles that systems with conversational UI can play in fielded applications
  • Identify and analyse the main components and the architectures of conversational interfaces
  • Design conversational UI with practical methodology and strategies
  • Develop applications with conversational UI using traditional and machine learning approaches.
  • Evaluate the performance of the conversational UI using appropriate metrics

What Will Be Covered

This course will cover:

  • Introduction of Conversational UI
  • Conversation Design
  • Evaluating Conversational UI
  • Understanding the Content of User’s Utterances
  • Response Generation
  • Speech Recognition
  • Speech Synthesis
  • Speaker Identification
  • Speech Dialogue Application

Experts

Fan Zhen Zhen

Zhenzhen has been with Institute of Systems Science, NUS, since 2006. She currently lectures in the Master of Technology programme in the areas of case-based reasoning, text mining, KBS development, hybrid KBS, and formal specification. Prior to joining ISS, she was a senior research engineer at ...

Wang Aobo

Aobo Wang is currently a lecturer and consultant with National University of Singapore, Institute of Systems Science (NUS-ISS) with responsibility in teaching, consulting and research. He lectures in the areas of text mining, natural language processing, and machine learning. He received his Ph.D...

NICF- Conversational uis (SF) at NUS Institute of Systems Science

From  3852 SGD$2,853

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