University of Glasgow

Machine learning systems used in Clinical Decision Support Systems (CDSS) require further external validation, calibration analysis, assessment of bias and fairness. In this course, the main concepts of machine learning evaluation adopted in CDSS will be explained. Furthermore, decision curve analysis along with human-centred CDSS that need to be [...]

Overview of the main principles of Deep Learning along with common architectures. Formulate the problem for time-series classification and apply it to vital signals such as ECG. Applying this methods in Electronic Health Records is challenging due to the missing values and the heterogeneity in EHR, which include both [...]

This course is a capstone assignment requiring you to apply the knowledge and skill you have learnt throughout the specialization. In this course you will choose one of the areas and complete the assignment to pass.

Embark on a transformative journey through the world of business with our comprehensive course, MBA Essentials. Delivered by a team of dynamic instructors, each with their own unique teaching style, this course offers a diverse perspective on the multifaceted realm of business administration. In the 21st century, businesses demand [...]

Large language models such as GPT-3.5, which powers ChatGPT, are changing how humans interact with computers and how computers can process text. This course will introduce the fundamental ideas of natural language processing and language modelling that underpin these large language models.

Student diversity is becoming the rule rather than the exception in education systems across the world. Students bring to classroom different characteristics such as ability and disability, socio-economic background, race, ethnicity, and cultural background, beliefs and religion, and gender characteristics. The United Nations’ Sustainable Development Goal 4 aims to [...]

Discover the foundations of generative AI in our dynamic course. Gain a comprehensive grasp of generative AI basics, including definitions, prompt engineering, ethical considerations, and best practices. This engaging, discussion-focused course empowers learners to explore generative AI through hands-on practice with recommended tools. Learners actively participate in discussions, sharing [...]

This course provides an introduction to gentrification and to the cultural impacts of housing displacement for people in cities and neighbourhoods across the world. Gentrification is a term which has been used to describe the process by which wealthier people move into an area leading to the [...]