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Course Outline
Introduction to Responsible AI with Mistral
- Principles of Responsible AI
- Mistral's Enterprise Features and Development Roadmap
- Compliance Drivers and Global Regulations for Government
Privacy and Data Protection
- Techniques for Anonymization and Pseudonymization in Government Operations
- Encryption at Rest and in Transit for Enhanced Security
- Strategies for Managing Data Access and Minimizing Risk for Government
Data Residency Strategies
- Options for Regional Hosting to Support Government Requirements
- Evaluating On-Premises Versus Cloud Deployments for Government Agencies
- Hybrid Residency Models to Balance Security and Flexibility for Government
Enterprise Controls and Integrations
- Implementing Role-Based Access Control (RBAC) for Secure Operations in Government
- Single Sign-On (SSO) and Identity Management Solutions for Government Systems
- Integration with Existing Enterprise IT Systems for Seamless Operation in Government
Auditability and Governance
- Establishing Audit Logs and Monitoring Capabilities for Government Compliance
- Governance Playbooks to Guide the Deployment of AI Systems in Government
- Incident Response and Escalation Workflows to Ensure Continuity and Security in Government
Vendor Options and Deployment Models
- Comparing Mistral Self-Hosting and Managed Services for Government Use
- Evaluating Vendor Compliance Assurances for Government Contracts
- Analyzing Cost, Performance, and Regulatory Trade-Offs in Government Deployments
Case Studies and Future Outlook
- Examples of AI Implementation in Regulated Industries Relevant to Government
- Emerging Regulations and Compliance Trends Impacting Government Operations
- Preparing for Evolving Enterprise AI Standards in the Public Sector
Summary and Next Steps
Requirements
- An understanding of enterprise IT systems for government
- Experience with data governance or compliance frameworks
- Familiarity with security and privacy regulations
Audience
- Compliance leads in the public sector
- Security architects for government agencies
- Legal and operations stakeholders within government organizations
14 Hours