Programme Outline
Learning Objectives and Structure
- Perform the visualisation component for the role of a junior data scientist or business intelligence role
- Extract insights visually from exploratory data analysis process
- Interpret convoluted patterns and meaningful insights with the help of data visualisation tools
- Visualise data set relevant to the model findings
- Build presentation-ready dashboards for managers
- Leverage on the infographic to communicate complex ideas across easily
- Visually illustrate findings with the aid of data storytelling
- Understand healthcare case studies shared by SingHealth faculty members to gain insights into real-world scenarios.
- Utilise curated public healthcare datasets to perform hands-on activities and assignments, fostering practical experience and understanding of the subject matter.
Day 1 – Data storytelling
- Gestalt principles
- Audience assessment
- Narrative development
- Evolution of data visualisation in healthcare
Day 2 – Design and considerations of dashboard, Introduction of tableau
- Dashboard Design and Considerations
- Basic understanding of Tableau and what it does
- Tableau interface, key functionalities, and useful features
- Application of data visualisation in healthcare
- Key financial analysis and insights for clinical specialty
Day 3 – Creating visualisations with Tableau, Introduction of Power BI
- How to create basic tableau visualizations to answer simple business questions
- How to put together a tableau dashboard from the basic visualisations
- Data driving improvement and towards clinical excellence
- Basic understanding of PowerBI and what it does
- PowerBI interface, key functionalities, and some useful features
Day 4 – Creating visualisations with Power BI
- How to create basic PowerBI visualisations to answer simple business questions
- How to put together a PowerBI dashboard from the basic visualisations
- Practical case study in healthcare
- Communications in Data Visualisation
Day 5 – Consultation/ Project presentation
Project Consultation
Each group of participants will present the progress of their projects and have the opportunity to ask questions and clarify any doubts pertaining to their projects.
Project Presentation
Each group of participants will showcase their work and respond to questions during a Q&A session.