Resources Used
Build support
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The study structure, content direction, AWS reference selection, design feedback, review, and deployment decisions were manually driven and checked against official AWS material.
Official AWS Certification
Amazon SageMaker / SageMaker AI
- Amazon SageMaker AI Features
- Amazon SageMaker JumpStart
- Amazon SageMaker Feature Store
- Amazon SageMaker Model Cards
- Amazon SageMaker Clarify
- SageMaker Model Monitor Fairness and Explainability Example
Amazon Bedrock
- What is Amazon Bedrock?
- Amazon Bedrock Supported Foundation Models
- Amazon Bedrock Foundation Model Reference
- Amazon Bedrock Model Customization
- Amazon Bedrock Fine-Tuning
- Amazon Bedrock Provisioned Throughput
- Purchase Provisioned Throughput in Amazon Bedrock
- Amazon Bedrock Pricing
Bedrock Knowledge Bases / RAG
- Set Up a Knowledge Base in Amazon Bedrock
- Amazon S3 Data Source Connector for Bedrock Knowledge Bases
Bedrock Agents
Bedrock Guardrails / Responsible AI
- Amazon Bedrock Guardrails
- Denied Topics in Amazon Bedrock Guardrails
- Amazon Bedrock Model Invocation Logging
Security, IAM, Networking, and Governance
- Amazon Bedrock IAM Policy Examples
- Manage Access to Amazon Bedrock Foundation Models
- Use VPC Endpoints with Amazon Bedrock
- Simplified Amazon Bedrock Model Access – AWS Security Blog
- AWS Organizations Service Control Policies