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Duration 14 hours (2 days)
Course Outline
AI Programming Fundamentals
- Defining AI programming: core concepts and illustrative examples
- Applications of AI in the public sector: chatbots, summarizers, and intelligent search
- Comparing AI models with conventional programming logic
Introduction to Python for AI
- Developing your initial Python scripts
- Navigating data structures and control flow
- Essential libraries for AI programming: requests, pandas, json
Leveraging 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 services
- Automating the labeling of public datasets using AI
Assessing Outputs and Limitations
- Comprehending the probabilistic nature of AI behavior
- Prompt engineering strategies for managing output quality
- Red-teaming prototypes to identify bias and hallucinations
Compliance, Ethics, and Responsible Development
- Privacy and explainability standards in government contexts
- Open-source versus proprietary models: advantages and disadvantages
- A checklist for safe experimentation and scaling
Summary and Future Steps
Requirements
- Fundamental experience handling spreadsheets or structured data
- Knowledge of public sector service delivery or analytical tasks
- No prior coding experience is necessary (introductory Python will be taught)
Target Audience
- Public servants and analysts looking to integrate AI into their daily routines
- Digital government experts seeking practical skills in AI integration
- Government teams focused on innovation, transformation, and research
Custom Corporate Training
Training solutions designed exclusively for businesses.
- Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
- Flexible Schedule: Dates and times adapted to your team's agenda.
- Format: Online (live), In-company (at your offices), or Hybrid.
Price per private group, online live training, starting from 3200 € + VAT*
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Testimonials (1)
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.
