Discover the Domains We Work Across
Explore the fields where CDI connects clear learning, practical application, and meaningful collaboration.
Start with one domain or follow the connections between them.
Find Your Starting Point
Each domain offers a distinct route into complex data while remaining connected to the wider CDI learning and practice ecosystem.
Data Science
Build practical skills in Python, data cleaning, exploratory analysis, visualization, databases, SQL, and machine learning.
- Python
- Data cleaning
- Exploratory analysis
- Visualization
- Databases & SQL
- Machine learning
Artificial Intelligence
Understand and apply artificial intelligence across learning, research, analysis, automation, and decision support while maintaining critical evaluation and responsible human oversight.
- AI foundations
- Generative AI
- AI-assisted workflows
- Prompting & evaluation
- Responsible AI
Omics & Bioinformatics
Analyze and interpret biological data through reproducible workflows across genomics, transcriptomics, proteomics, and related omics fields.
- RNA-Seq
- GWAS
- Single-cell analysis
- Microbiome analysis
- Proteomics
- Data acquisition
Clinical & Medical Data
Work responsibly with clinical and health data, evaluate medical evidence, and communicate findings with appropriate statistical and contextual interpretation.
- Clinical data analysis
- Medical statistics
- Clinical evidence
- Study interpretation
Career Development
Translate your skills, experience, and completed work into visible evidence, professional direction, and meaningful opportunities.
- Skills inventory
- Portfolio evidence
- GitHub profile
- Professional profile
Research & Innovation
Develop strong research questions, design credible studies, produce reproducible evidence, and translate emerging ideas into useful work.
- Research questions
- Study design
- Reproducibility
- Research translation
Complex Problems Cross Boundaries
CDI domains are not separate silos. Real work often brings together technical skills, subject knowledge, research thinking, and clear communication.
Data Science + Clinical Data Transform health records into reliable and useful evidence.
Artificial Intelligence + Omics & Bioinformatics Explore biological complexity with modern computational methods.
Research + Career Development Turn rigorous work into visible evidence of capability and impact.
Learn Freely. Practise Purposefully.
Begin with an open CDI guide, then strengthen your understanding through a focused, hands-on practical.