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Course Outline
Introduction to Small Language Models in Smart Cities
- Defining Small Language Models for Government Use
- The Role of Artificial Intelligence in Urban Development for Government
- Utilizing Small Language Models as a Tool for Smart City Innovation for Government
Small Language Models and Urban Data Analysis for Government
- Collecting and Processing Urban Data for Government
- Leveraging Small Language Models for Data-Driven Urban Planning for Government
- Enhancing Public Services with Insights from Small Language Models for Government
Implementing Small Language Models for Urban Management for Government
- Integrating Small Language Models in Traffic and Transportation Management for Government
- Using Small Language Models for Environmental Monitoring and Sustainability for Government
- Facilitating Public Engagement and Participatory Urban Planning with Small Language Models for Government
Evaluating the Effectiveness of Small Language Models in Urban Planning for Government
- Measuring the Outcomes of Small Language Model Implementations for Government
- Learning Analytics for Smart City Initiatives for Government
- Establishing Feedback Mechanisms and Continuous Improvement for Government
Challenges and Future Directions for Government
- Addressing Privacy and Ethical Concerns in the Use of Small Language Models for Government
- Ensuring Scalability and Maintenance of Small Language Model Systems for Government
- Exploring Future Trends and Advancements in Smart City Artificial Intelligence for Government
Project Work: Developing a Smart City Solution Using Small Language Models for Government
- Conceptualizing a Smart City Project Utilizing Small Language Models for Government
- Hands-On Development and Testing of Projects for Government
- Presentation of Projects and Group Critique for Government
Summary and Next Steps for Government
Requirements
- A foundational knowledge of urban planning principles
- An understanding of artificial intelligence and machine learning concepts
- An interest in smart city technologies and their practical applications
Audience for Government
- Urban planners
- City administrators
- Developers of smart city solutions
14 Hours