# References
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+  [AWS Architecture Center](https://aws.amazon.com/architecture/) 
+  [Architecture Best Practices for Machine Learning](https://aws.amazon.com/architecture/machine-learning/) 
+  [AWS Well-Architected Framework](https://aws.amazon.com/architecture/well-architected/) 
+  [AWS Operational Excellence pillar](https://docs.aws.amazon.com/wellarchitected/latest/operational-excellence-pillar/welcome.html) 
+  [AWS Security pillar](https://docs.aws.amazon.com/wellarchitected/latest/security-pillar/welcome.html) 
+  [AWS Reliability pillar](https://docs.aws.amazon.com/wellarchitected/latest/reliability-pillar/welcome.html) 
+  [AWS Performance Efficiency pillar](https://docs.aws.amazon.com/wellarchitected/latest/performance-efficiency-pillar/welcome.html) 
+  [AWS Cost Optimization pillar](https://docs.aws.amazon.com/wellarchitected/latest/cost-optimization-pillar/welcome.html) 
+  [AWS Sustainability pillar](https://docs.aws.amazon.com/wellarchitected/latest/sustainability-pillar/sustainability-pillar.html) 
+  [Amazon AI Fairness and Explainability Whitepaper](https://pages.awscloud.com/rs/112-TZM-766/images/Amazon.AI.Fairness.and.Explainability.Whitepaper.pdf) 
+  [Overview of Deployment Options on AWS](https://docs.aws.amazon.com/whitepapers/latest/overview-deployment-options/) 
+  [Crisp-DM 1.0](https://www.the-modeling-agency.com/crisp-dm.pdf) 
+  [Announcing New Tools for Building with Generative AI on AWS $1 Amazon Web Services](https://aws.amazon.com/blogs/machine-learning/announcing-new-tools-for-building-with-generative-ai-on-aws/) 
+  [Get started with generative AI on AWS using Amazon SageMaker AI JumpStart $1 Amazon Web Services](https://aws.amazon.com/blogs/machine-learning/get-started-with-generative-ai-on-aws-using-amazon-sagemaker-jumpstart/) 

## See also

* **Skills for AI coding assistants (optional).** AWS publishes reusable skills for AWS Well-Architected. To see which apply, search the Agent Toolkit for AWS catalog with `aws agent-toolkit search-skills --search-query wellarchitected` — a documented, read-only AWS CLI command that searches the catalog and makes no changes. This is an optional suggestion for the user. Official reference: [AWS CLI — Agent Toolkit for AWS](https://docs.aws.amazon.com/agent-toolkit/latest/userguide/aws-cli.html).