Introduction to Data Science and AI (course during afternoons)
Data Science
Machine Learning
Societal Aspects of AI
Applications of AI
The course consists of two half-day workshops together with online lectures and exercises between the workshops. Additionally, you will be asked some questions to think about before the first workshop to maximize the benefit of the course. The workshops will mix initial lectures and group exercises to discuss how these technologies can be used to solve business problems. The total workload is approximately 20 hours.
The lectures and exercises will together convey knowledge in the following areas:
History and development of AI
Modelling and data science
Algorithms, optimization and classical rule-based AI
Machine-learning based AI
How to use data science and AI in different applications and settings
Societal and ethical questions and other consideration
The course will be delivered in the afternoons of 7 and 14 January, 2022