AI Architect Career Track
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The Role and the Opportunity
What an AI Architect Owns
Preview
Finding Problems Worth Solving
The Architecture Mindset
3 lessons
Data and Platform Foundations
Data Architecture for AI
Compute, Cost and the Platform Layer
Security and Privacy by Design
3 lessons
Model Selection and Solution Design
Choosing the Right Model Class
Build, Buy or Adapt
Designing Generative AI Systems
3 lessons
Delivery and Operations
MLOps and the Model Lifecycle
Monitoring, Reliability and Cost Control
Integration and Change Management
3 lessons
Governance and Responsible AI
Risk Frameworks and Regulation
Fairness, Explainability and Oversight
Documentation and Assurance
3 lessons
Leadership and Portfolio
Communicating Architecture to Stakeholders
Running an AI Programme
The Architect's Portfolio
3 lessons
Data and Platform Foundations
Compute, Cost and the Platform Layer
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