25.9.10
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Health Service Modelling Associates 5

Through the Health Service Modelling Associates (HSMA) Programme we aim to build a culture and skills base through which simulation modelling and Data Science techniques are routinely used to support decisions within health, social care, and policing organisations. This course supports participants to use Operational Research (OR) and Data Science techniques to support operational service development and decision making. The course also provides access to a community of experts to support real world applications of these new skills, and offers advice and guidance on real world challenges, such as working with stakeholders, patient and public engagement, and data issues. The course is centred around open science, and teaches exclusively Free and Open Source (FOSS) approaches and software. This course is accredited by the Association of Professional Healthcare Analysts.

Skills / Knowledge

  • Programming from first principles
  • Programming in Python
  • Version control using Git
  • Collaborative development using GitHub
  • Machine Learning techniques, including Deep Learning using TensorFlow
  • Natural Language Processing techniques, including the use of SpaCy and BERT
  • Discrete Event Simulation using SimPy
  • System Dynamics modelling using InsightMaker
  • Agent Based Simulation using MESA
  • Geographic Modelling and Visualisation, including QGIS and GeoPandas
  • Web application development using StreamLit
  • Conceptual Modelling

Issued on

December 13, 2023

Expires on

Does not expire