Advanced Capacity Building
20 hours (distributed over 5 days)
Analysts, policy planners, and decision-makers
Basic understanding of data analysis
Completion of the “AI Fundamentals” program
Data analyst program preferred (optional)
- Automatic discovery and handling of missing values and outliers
- Detecting obscure correlations, clusters, and trends
- Generating automated summaries and data insights
- Power BI Copilot, Tableau Einstein, Google Looker
- Importing a government dataset and performing exploratory analysis
- Predicting future events, behaviors, and trends
- Simplified understanding of how these technologies work
- Moving from prediction to recommending a specific course of action
- Testing different options and their potential impact
- Examples from healthcare, transportation, and public budgeting
- How AI can improve the quality of visualizations
- Power BI, Tableau, Google Looker Studio
- Metrics and charts updated automatically with AI-driven insights
- Transforming analytical insights into a compelling story for policymakers
- From data cleaning to presenting actionable insights
- From Assistance to Advanced Recommendation
- Core Components of These Systems
- Dealing with Incomplete or Uncertain Data
- When to Rely on AI vs. When Human Judgment is Essential
- Limits of Automating Government Decisions and Potential Applications
After completing all course requirements, you can apply to receive an accredited Certificate of Completion from Ru’ya Academy for Leadership and Technology.