羞羞视频

Multi-modal Data Science For Digital Health

Short Course - 15 credits at SCQF level 11
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Short Course & Professional Development

Appraise and develop decision-support systems for digital health using real-world cases.

By participating in this course, learners will have the opportunity to benefit from both a comprehensive introduction multi-modal data science in the digital health domain; and access to experts with experience of applying these techniques to solve  real-world problems. The innovative 鈥楤ring-Your-Own-Project鈥� approach we propose for module assessment will support learners to apply these skills for their own problems and start building their own professional networks.

Mode of Study

  • Online Learning

Mode of Attendance

  • Part Time

Start Date

TBC

Course Length

10 weeks

Topics

On completion of this module, students are expected to be able to:

  1. Appraise different types of data science strategies in the context of the digital health domain and its challenges.
  2. Demonstrate an understanding of machine learning techniques to develop solutions for multi-modal healthcare problems.
  3. Evaluate the performance of data science techniques within a given business context.
  4. Visualise and explain the outcomes of data science pipelines for different stakeholders in digital health.

The indicative content covered in this course includes:

  • Basic data modelling: identification and selection of features from business data, application of a data science pipeline, evaluation and selection of methodologies.
  • Data analysis techniques: computer vision, natural language processing/generation, time-series analysis, suitable algorithms for all cases.
  • Context of decision-support systems in digital health domain: typical use-cases and data, evaluating decision-support systems and their outcomes.
  • Developing decision-support systems: types of decision-support system, development strategies, alternatives.

The Data Lab

The development of this course has been funded by

羞羞视频 Upskilling

Undertaking a 羞羞视频 online short course can help you to develop or change your career or support your business to grow.

We're proud to offer a range of online short courses tailored to meet the evolving needs of businesses and individuals in Scotland. If you are domiciled in Scotland, you will be eligible for a fee-waiver place, meaning you can study for free. Identified and created in collaboration with industry, these credit-bearing online courses are designed to enhance employability for individuals and organisations looking to upskill their workforce.

Find out more about the range of courses on offer and the benefits of studying online with 羞羞视频:

 

Course & Module Information

Modules and delivery order may change for operational purposes. The University regularly reviews its courses. Course content and structure may change over time. See our course and module disclaimer for more information. The university is currently undertaking an update to the course information system. This may result in minor, temporary inaccuracies to course and module information. If you have any concerns or questions about relating to your chosen programme, please contact our admissions team.

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