Understanding and Development
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Associate Level - Software Application
For individuals with some prior tool experience, or who have completed the Ordinary level. Goes deeper
Associate Level - Software Application
No prior experience required • 8 Weeks per track
Data Analytics with SPSS
Advanced statistical modelling - ANOVA, multiple regression, factor analysis, reliability testing, and publication-ready reports using SPSS Syntax.
TOOLS
IBM SPSS Statistics (Advanced), SPSS Syntax Editor, Microsoft Excel, Microsoft Word
AI APPLICATIONS
ChatGPT (Advanced Interpretation), Claude (Regression & ANOVA), AI Syntax Assistants
Advanced Excel for Data Intelligence
Advanced data modelling - Power Query ETL, Power Pivot, dynamic arrays, DAX-like logic, and professional interactive dashboards.
TOOLS
Microsoft Excel (Full Suite), Power Query, Power Pivot, Excel Copilot
AI APPLICATIONS
Excel Copilot (Automation & Insights), ChatGPT (Complex Debugging), AI Modelling Tools
Data Analysis with R
Advanced R programming - statistical modelling, advanced visualisation, reproducible research with Quarto, and GitHub integration.
TOOLS
R, RStudio, tidyverse (Advanced), ggplot2 (Advanced), Quarto, GitHub
AI APPLICATIONS
GitHub Copilot, ChatGPT (Model Interpretation), Claude (Reproducible Research)
Data Analysis with STATA
Advanced econometric analysis - multiple regression, panel data models, survey weighting, and publication-ready outputs.
TOOLS
STATA (Advanced), Do-File Editor, Microsoft Excel, LaTeX/Word
AI APPLICATIONS
ChatGPT (Regression Interpretation), Claude (Do-File Support), AI Output Narration
Qualitative Research with NVivo
Advanced qualitative analysis - framework matrices, complex queries, mixed-methods integration, and professional reporting.
TOOLS
NVivo (Advanced), Microsoft Word, Excel, Qualtrics/KoboToolbox
AI APPLICATIONS
NVivo AI, ChatGPT (Framework Support), Claude (Mixed-Methods)
Power BI for Organisations
Enterprise-grade Power BI - Advanced DAX, row-level security, bookmarks, drill-through, and Power BI Service deployment.
TOOLS
Power BI Desktop & Service, Power Query (M), DAX, Excel, SharePoint
AI APPLICATIONS
Power BI Copilot, DAX AI Assistants, ChatGPT (Advanced DAX)
Tableau for Data Visualisation
Advanced visual storytelling - LOD expressions, table calculations, advanced interactions, and enterprise publishing.
TOOLS
Tableau Desktop, Tableau Public, Tableau Cloud/Server, Excel, Google Sheets
AI APPLICATIONS
Tableau Pulse, ChatGPT (LOD Support), Einstein Suggestions
AI Applications for Data Professionals
Advanced AI integration - prompt engineering, workflow automation, AI in BI tools, bias evaluation, and responsible AI governance.
TOOLS
ChatGPT, Claude, Gemini, Microsoft Copilot, Perplexity, Notion AI
AI APPLICATIONS
All major AI platforms + AI workflow automation
KoboToolbox & ODK for Field Data
Advanced mobile data collection - complex logic, API integration, data quality pipelines, and analysis integration.
TOOLS
KoboToolbox (Advanced), ODK Central, Power BI, Excel
AI APPLICATIONS
ChatGPT (Complex Logic), AI Survey Analysis Tools
DHIS2 for Health & Development Data
Advanced DHIS2 - Tracker programmes, custom indicators, GIS integration, and cross-system data pipelines.
TOOLS
DHIS2 (Aggregate + Tracker), Power BI, KoboToolbox, Excel
AI APPLICATIONS
AI Indicator Support, ChatGPT (Advanced Reporting)
GIS & Spatial Data Analytics
Advanced spatial analysis - geoprocessing, raster analysis, spatial joins, and integrated reporting with R.
TOOLS
QGIS (Advanced), ArcGIS (Intro), R (sf, ggplot2), KoboToolbox GPS
AI APPLICATIONS
ChatGPT (Spatial Interpretation), GitHub Copilot, Google Maps AI