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Course Outline
Introduction to Google AI Studio
- Overview of artificial intelligence and its operational applications for government
- Functional capabilities and user interface of Google AI Studio
- Understanding the workflow for developing AI models within public sector contexts
Data Preparation and Model Development
- Procedures for importing and preparing datasets
- Utilization of pre-built templates for standard AI use cases
- Training AI models using accessible development tools
Model Evaluation and Optimization
- Testing and assessing model performance metrics
- Adjusting parameters to enhance accuracy and reliability for government systems
- Interpreting results to drive continuous improvement
Deployment of AI Models
- Exporting models for integration into agency workflows
- Leveraging AI capabilities to support automated decision-making processes
- Review of case studies demonstrating successful AI implementation
Collaboration and Sharing of AI Solutions
- Sharing projects with authorized team members for government use
- Collaborating effectively on AI development workflows
- Maintaining data security and regulatory compliance standards
Future Trends and Opportunities in AI
- Exploration of advanced features within Google AI Studio
- Identification of emerging AI trends influencing public sector industries
- Determination of next steps for ongoing professional learning and development
Summary and Next Steps
Requirements
- Foundational proficiency in spreadsheet applications or basic data processing tools
- No previous experience with programming languages or artificial intelligence is necessary
Target Audience
- Data analysts
- Non-technical business personnel
- Product managers
14 Hours
