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Identity Lifecycle Management Basics: Provisioning to Deprovisioning
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Classroom Contents
IAM and Privileged Access Foundations for Secure ML Platforms
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- 1 Welcome & What This Talk Covers IAM + PAM for ML Platforms
- 2 Modern IAM Challenges in Enterprise Machine Learning
- 3 Identity Lifecycle Management Basics: Provisioning to Deprovisioning
- 4 Lifecycle Events & HR as the Authoritative Source Onboard/Move/Offboard/Rehire
- 5 Access Governance: Certification Campaigns & Least Privilege
- 6 Role-Based Access Control RBAC for ML Teams: Who Needs What
- 7 Privileged Access Management PAM: Securing Admin & Service Accounts
- 8 PAM for ML Pipelines: Vaulting, Rotation, Session Monitoring
- 9 Unifying IAM + PAM for Centralized Governance & Compliance
- 10 Key Takeaways & Closing Thanks
