AI Insights for Business Users in Government
Course 4703
1 DAY COURSE
Course Outline
This condensed course is designed to provide a foundational understanding of Artificial Intelligence (AI) and its transformative applications within the federal government.
AI Insights for Business Users in Government Benefits
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This course will empower you to:
- Foundational Knowledge: Gain a clear understanding of AI concepts and their relevance to government operations.
- Application Insights: Explore initial ways AI can enhance efficiency and effectiveness within federal agencies.
- Risk Awareness: Learn about the ethical, security, and privacy considerations associated with AI.
- Operational Overview: Understand the basics of maintenance and oversight required for AI integration.
- Practical Skills: Engage in hands-on labs to get an introduction to AI tools and their potential applications.
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Prerequisites
- No prior AI experience is required.
- Familiarity with basic data handling and government operational processes is recommended.
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Exam Information
None.
AI Insights for Business Users in Government Training Outline
Learning Objectives
Module 1: Understanding Artificial Intelligence
- What is AI? Simplify the complexities of AI with easy-to-understand definitions and key concepts.
- AI Technologies: Discover the core technologies driving AI, including Machine Learning, Natural Language Processing, and Computer Vision.
- AI in Government: Learn how AI is transforming public service and governance to improve efficiency and outcomes.
Module 2: AI Applications Across Government Agencies
- Real-World Case Studies: Explore how federal agencies are already using AI to solve everyday challenges.
- AI Benefits and Barriers: Understand the potential advantages of AI, as well as the common challenges agencies face when adopting AI solutions.
Lab 1: Exploring AI Tools for Government Use
- Hands-On Learning: Get familiar with basic AI tools that can be applied in your department.
- Building Simple Models: Gain practical experience by building your first AI models using open-source platforms.
Module 3: Introduction to Generative AI and Prompt Engineering
- What is Generative AI?: Understand how AI models like ChatGPT can generate content, summarize information, and automate writing tasks.
- Government Applications: Learn how Generative AI can assist in creating reports, drafting summaries, and more.
- Crafting Effective Prompts: Discover how to create clear and precise prompts to guide AI in generating the results you need.
- Ethical AI Use: Discuss responsible AI practices, including how to avoid biases and ensure ethical decision-making.
Lab 2: Hands-On with Generative AI and Prompt Engineering
- Experiment with Prompts: Practice creating prompts and see how AI can help with government-specific tasks.
- Refining AI Outputs: Learn how to fine-tune AI-generated content to match government standards and needs.
- AI for Streamlining Government: Explore practical scenarios where Generative AI can make government operations more efficient.
Module 4: AI Risks and Ethical Considerations
- Identifying Risks: Learn about the key risks of using AI, including privacy, security, and bias.
- Mitigating Risks: Explore strategies for ensuring compliance and ethical AI practices in your organization.
- Practical Use-Case Application: Discover how predictive analysis can improve decision-making in public services, like forecasting citizen demand or predicting infrastructure needs.
Use-Case Driven Lab: Building a Predictive AI Model for Government
- Identify Use-Cases: Work in groups to identify areas in your department where predictive modeling could enhance decision-making.
- Data Exploration: Use real datasets to explore how AI can help with predictive analysis.
- Build Your Model: Create a simple predictive model using open-source tools.
- Present Results: Share your findings and discuss how AI could solve real-world challenges.
Module 5: Wrapping Up and Looking Ahead
- Recap and Reflection: Review the key concepts learned during the course.
- Future Trends in AI: Gain insights into emerging AI trends that will shape the future of government work.
- Next Steps: Engage in a Q&A session and receive resources to continue your AI learning journey.
Private Team Training
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