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Single Course - Master in Digital Health

Machine Learning in the Welfare Sector

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Single Course - Master in Digital Health

Machine Learning in the Welfare Sector

Facts

Machine Learning in the Welfare Sector
Location
Aalborg and online
Tuition fees
  • EU/EEA citizens: DKK 10,000
  • Non-EU/EEA citizens: DKK 13,500
A part of Master of Digital Health
Digital Health
Duration
Autumn 2026
ECTS
5
Application deadline
  • To be announced

This comprehensive program delves into the foundational concepts of AI, empowering students with essential skills to navigate the intricacies of machine learning systems. From grasping the basic elements and structure of machine learning systems to hands-on experiences in data preparation, model training, fine-tuning, and system maintenance, this course offers a holistic understanding. Blend theory with practical exercises to establish a solid foundation in AI and ML, applicable in both health-related research and industrial contexts.

This course is from the third semester of Master of Digital Health and will not be available until the autumn of 2025.

Designed to impart fundamental knowledge and practical skills, this course guides participants through the entire machine learning process. Gain insights into the structure of machine learning systems, the description of patterns using features, and the application of supervised and unsupervised machine learning models. Learn to analyze, visualize, and select features, preparing data for comprehensive training, validation, and testing of machine learning models. Translate your knowledge into the design, development, and evaluation of simple AI systems, with a critical assessment of prediction and classification approaches in health care contexts.

Target Group and Outcome

Seminar Dates, Location and Other Expenses

Admission Requirements

Muligheder for enkeltfag

Enkeltfag er en mulighed for dig, der ikke nødvendigvis ønsker at afslutte en fuld deltidsuddannelse.

Du kan se andre enkeltfagsmuligheder her.