AI for monitoring and evaluation in health and development
An introduction to AI, machine learning, generative AI and language models, with practical applications for monitoring and evaluation, data analysis, reporting and responsible programme management.
Programme
- AI, machine learning, deep learning, generative AI and language models
- Identifying monitoring and evaluation tasks that AI can support
- Using AI for theories of change, logical frameworks and SMART indicators
- AI-assisted data collection tools, including KoboToolbox
- AI-assisted analysis, error detection and dashboards
- Drafting narrative reports and donor summaries with AI support
- Designing intelligent monitoring systems and early warnings
- Data quality, security, ethics and responsible governance