Human-centred Artificial Intelligence User Experience and Data Visualisation (Classroom, Synchronous and Asynchronous E-Learning)
About This Course
This course discusses the principles and value of human-centred artificial intelligence (HCAI) and its impact on how professionals using AI in various industries consider and identify tasks within work processes for effective AI augmentation or automation. It covers issues related to the design of HCAI user experience designs that imbue trust during user interaction and improve usability, thereby promoting adoption. Guidelines covered facilitate the design of AI solutions with better AI explanations and interactions, user control and feedback, and error handling. This course also introduces exploratory data visualisation design skills by adopting a human-centred approach, enabling enhanced AI systems development and responsible visual communication.
What You'll Learn
• Describe the value of human-centred Artificial Intelligence (AI) design for effective and responsible application of AI technologies.
• Identify opportunities in work processes for effective AI augmentation and responsible AI automation.
• Design AI user experiences that instills user trust and enhance system usability.
• Employ appropriate data visualisation techniques to perform effective exploratory analysis of AI datasets.
• Design data visualisations that communicate effectively and responsibly to an intended target audience.
Entry Requirements
No pre-requisites are needed to enroll in the course; however, learners without qualifications or working experience in relevant engineering or the related fields may find the course contents challenging.