University of Glasgow

Founded in 1451, the University of Glasgow is the fourth oldest university in the English-speaking world.
Today we are a broad-based, research intensive institution with a global reach.
More info: http://www.gla.ac.uk/

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Explainable deep learning models for healthcare - CDSS 3 (Coursera)

May 30th 2022
Explainable deep learning models for healthcare - CDSS 3 (Coursera)
Course Auditing
Categories
Effort
Languages
This course will introduce the concepts of interpretability and explainability in machine learning applications. The learner will understand the difference between global, local, model-agnostic and model-specific explanations. State-of-the-art explainability methods such as Permutation Feature Importance (PFI), Local Interpretable Model-agnostic Explanations (LIME) and SHapley Additive exPlanation (SHAP) are explained and [...]

Data mining of Clinical Databases - CDSS 1 (Coursera)

May 30th 2022
Data mining of Clinical Databases - CDSS 1 (Coursera)
Course Auditing
Categories
Effort
Languages
This course will introduce MIMIC-III, which is the largest publicly Electronic Health Record (EHR) database available to benchmark machine learning algorithms. In particular, you will learn about the design of this relational database, what tools are available to query, extract and visualise descriptive analytics. [...]

Clinical Decision Support Systems - CDSS 4 (Coursera)

May 30th 2022
Clinical Decision Support Systems - CDSS 4 (Coursera)
Course Auditing
Categories
Effort
Languages
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 [...]

Deep learning in Electronic Health Records - CDSS 2 (Coursera)

May 30th 2022
Deep learning in Electronic Health Records - CDSS 2 (Coursera)
Course Auditing
Categories
Effort
Languages
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 [...]

Capstone Assignment - CDSS 5 (Coursera)

May 30th 2022
Capstone Assignment - CDSS 5 (Coursera)
Course Auditing
Categories
Effort
Languages
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.

Diversity and Inclusion in Education (Coursera)

May 23rd 2022
Diversity and Inclusion in Education (Coursera)
Course Auditing
Categories
Effort
Languages
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 [...]

Cultural impact of housing displacement gentrification (Coursera)

May 9th 2022
Cultural impact of housing displacement gentrification (Coursera)
Course Auditing
Categories
Effort
Languages
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 [...]

Sport and Exercise for Brain Health (FutureLearn)

Expand your knowledge of the benefits of lifelong physical activity for maintaining brain health and reducing disease risk. Explore the benefits of sport and exercise for building good brain health. Preventing poor brain health and dementia is an increasingly important public health issue, and has received more and more [...]

Plurilingual Classrooms in Action (FutureLearn)

Apr 25th 2022
Plurilingual Classrooms in Action (FutureLearn)
Course Auditing
Categories
Effort
Languages
Develop your understanding of learning and teaching languages to explore the transformative role of languages in education. Create great teaching opportunities in your culturally diverse classroom. Today’s cultural diversity means there can be several languages in a single primary school classroom. That can pose a teaching challenge, but it [...]
Apr 25th 2022
Course Auditing
84.00 EUR

Biomedical Visualisation (Coursera)

Visualisation is a rapidly progressive specialty in academia, research and industry, and becoming the future of science. With the advancement of digital technologies and their applications, biomedical visualisation is an evolving and popular field. With new techniques and technologies to image, process and analyse data related to the human [...]