Introduction to AI Programming for Public Sector Innovation Training Course
Course Outline
Foundations of AI Programming for Government
- What is AI programming? Overview of key concepts and practical examples
- Public sector applications of AI: chatbots, summarizers, and intelligent search systems
- Comparison between AI models and traditional programming logic
Introductory Python for AI Programming in Government
- Writing your first Python scripts for government use
- Working with data structures and control flow in a governmental context
- Utilizing libraries essential for AI programming: requests, pandas, json
Using AI APIs for Government Applications
- Understanding what an API is and securely accessing AI models for government purposes
- Sending text and structured data to AI models for government tasks
- Working with OpenAI, Cohere, or Hugging Face APIs in a governmental setting
Creating Simple AI Tools for Government Use
- Building a document summarizer for government documents
- Prototyping a chatbot to enhance citizen services
- Using AI to auto-label public datasets for government transparency
Evaluating Outputs and Limitations of AI in Government
- Understanding the probabilistic behavior of AI systems for government applications
- Techniques for prompt engineering and managing output quality for government use
- Conducting red-teaming to identify biases and hallucinations in government prototypes
Compliance, Ethics, and Responsible Development of AI for Government
- Privacy and explainability requirements specific to government operations
- Evaluating the pros and cons of open-source versus proprietary models in a governmental context
- Checklist for safe experimentation and scaling up AI projects in government
Summary and Next Steps for Government AI Initiatives
Requirements
- Basic experience working with spreadsheets or structured data for government tasks
- Familiarity with public sector service delivery or analysis responsibilities
- No prior programming experience required (introductory Python will be covered)
Audience
- Public servants and analysts exploring the application of AI in their daily workflows
- Digital government professionals seeking to develop practical skills in AI integration
- Innovation, transformation, and research teams within government agencies
Runs with a minimum of 4 + people. For 1-to-1 or private group training, request a quote.
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Testimonials (1)
Training and examples
Szymon Rock - Koenig & Bauer (CEE) Sp. z o.o.
Course - AI Tools for Administrative Efficiency (ChatGPT, Copilot, Gemini)
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