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Duration 14 hours (2 days)
Course Outline
Fundamentals of AI Programming
- Defining AI programming: essential concepts and real-world examples
- Leveraging AI in the public sector: chatbots, summarization engines, and intelligent search
- Distinguishing AI models from traditional programming logic
Python Essentials for AI
- Developing your initial Python scripts
- Manipulating data structures and control flow
- Core libraries for AI development: requests, pandas, and json
Integrating AI APIs
- Understanding APIs: secure access to AI models
- Transmitting text and structured data to models
- Utilizing APIs from OpenAI, Cohere, or Hugging Face
Developing Basic AI Tools
- Constructing a document summarization tool
- Prototyping a chatbot for citizen-facing services
- Applying AI for automated labeling of public datasets
Assessing Outputs and Constraints
- Comprehending the probabilistic nature of AI
- Prompt engineering strategies and output quality management
- Red-teaming prototypes to identify bias and hallucinations
Compliance, Ethics, and Responsible AI Development
- Government requirements for privacy and explainability
- Comparing open-source and proprietary models: advantages and trade-offs
- A checklist for safe experimentation and scaling solutions
Recap and Future Directions
Requirements
- Basic proficiency with spreadsheets or structured data
- Experience with public sector service delivery or analytical tasks
- No previous programming knowledge is necessary (basic Python is included)
Target Audience
- Civil servants and analysts integrating AI into their daily operations
- Digital government specialists seeking practical AI integration skills
- Government teams focused on innovation, transformation, and research
Testimonials (2)
How to best integrate AI into the daily operations, project management, and strategic planning of the organization.
Mincho Dimitrov Benov
Course - AI and Modern Project Management for NGOs
I got to learn more about Microsoft Copilot, something that I thought was the same as chatGPT but I got to discover more exciting options that I will forever use to make my life easy.