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Course Outline
Introduction to Lightweight Language Models for Government
- Understanding Compact Model Architectures
- The Evolution of Resource-Efficient Artificial Intelligence
- Why Lightweight Models Matter for Enterprises and Agencies
Understanding Nano Banana for Government Applications
- Key Features and Design Principles
- Model Capabilities and Limitations
- How Nano Banana Differs from Traditional Language Models
Deployment Models and Use Scenarios for Government
- On-Device Execution and Its Benefits for Secure Operations
- Local Versus Cloud Inference for Efficient Resource Management
- Selecting the Right Deployment Path for Government Needs
Practical Applications Across Industries, Including Government
- Internal Automation and Knowledge Assistance for Enhanced Efficiency
- Customer-Facing Use Cases in Public Services
- Operational and Compliance-Driven Scenarios for Regulatory Adherence
Integration Fundamentals for Government Systems
- Evaluating System Requirements for Secure and Efficient Deployment
- Workflow and Process Considerations for Seamless Integration
- API and Toolchain Introduction for Government IT Teams
Cost Optimization and Efficiency for Government Operations
- Reducing Inference Costs Using Compact Models for Fiscal Responsibility
- Balancing Performance and Resource Utilization for Optimal Operations
- Planning for Scalable Deployments to Meet Growing Demands
Governance, Privacy, and Risk Management for Government Use
- Ensuring Secure On-Device Execution for Sensitive Data Handling
- Understanding Data Boundaries and Safeguards for Compliance
- Alignment with Enterprise Policies and Standards for Consistent Governance
Preparing for Organizational Adoption in Government Agencies
- Building Internal Capability and Readiness Through Training and Support
- Assessing Business Value Through Pilot Projects to Inform Decision-Making
- Laying the Groundwork for Broader Rollouts Across Government Departments
Summary and Next Steps for Government Implementation
Requirements
- An understanding of general information technology concepts for government
- Experience with fundamental software tools
- Familiarity with data-driven workflows in a public sector environment
Audience
- General IT teams within the government sector adopting artificial intelligence capabilities
- Government business users interested in practical AI applications
- Technology managers in public agencies evaluating on-device large language model strategies
7 Hours
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