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Duration 14 hours
Course Outline
Introduction to Responsible AI with Mistral
- Core principles of responsible AI
- Overview of Mistral’s enterprise features and roadmap
- Key compliance drivers and global regulatory frameworks
Privacy and Data Protection
- Methods for anonymization and pseudonymization
- Encryption practices for data at rest and in transit
- Strategies for managing data access and mitigating risk
Data Residency Strategies
- Available regional hosting solutions
- Considerations for on-premises versus cloud deployments
- Implementing hybrid residency models
Enterprise Controls and Integrations
- Implementing role-based access control (RBAC)
- Configuring single sign-on (SSO) and identity management
- Seamless integration with existing enterprise IT systems
Auditability and Governance
- Establishing comprehensive audit logs and monitoring
- Developing governance playbooks for AI systems
- Defining incident response and escalation procedures
Vendor Options and Deployment Models
- Comparison of Mistral self-hosting versus managed services
- Evaluating vendor compliance guarantees
- Assessing trade-offs regarding cost, performance, and regulations
Case Studies and Future Outlook
- Real-world examples from regulated sectors
- Trends in emerging regulations and compliance
- Preparing for the evolution of enterprise AI standards
Summary and Next Steps
Requirements
- Foundational knowledge of enterprise IT architectures
- Practical experience with data governance or compliance frameworks
- Working familiarity with security and privacy regulations
Target Audience
- Compliance leads
- Security architects
- Legal and operations stakeholders
Custom Corporate Training
Training solutions designed exclusively for businesses.
- Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
- Flexible Schedule: Dates and times adapted to your team's agenda.
- Format: Online (live), In-company (at your offices), or Hybrid.
Price per private group, online live training, starting from 2600 € + VAT*
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