The programme is divided into three units covering foundational, advanced, and applicable knowledge in the field of artificial intelligence, with an emphasis on understanding the technology, developing practical skills, and applying AI in business.
- Introduction to Artificial Intelligence, 30 hours
Lectures: 8 hours
Practical work: 22 hours
This unit introduces participants to the basic concepts, development, and significance of artificial intelligence in modern society and business. It covers AI systems, definitions of AI, AI-completeness, the history of AI, ethics, regulation, security, and privacy.
- Fundamentals of Artificial Intelligence and Machine Learning, 110 hours
Lectures: 20 hours
Practical work: 90 hours
The most extensive unit of the programme is focused on understanding the key methods and approaches on which modern artificial intelligence is based. It covers symbolic and statistical methods, machine learning, optimisation, knowledge representation, AI in ICT systems, and the application of AI in marketing, finance, and industry.
- Application of AI in Business, 35 hours
Lectures: 10 hours
Practical work: 25 hours
The final unit focuses on the business application of artificial intelligence and its role in the development of organisations and business processes. It covers types of AI systems, AI in business processes, comparison of AI, big data and statistics, trends, and the ethical and workplace aspects of AI.