AWS Docs References Flashcards by Johnny Thompson

Types of Cloud Computing

https://aws.amazon.com/types-of-cloud-computing/

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Shared Responsibility Model

https://aws.amazon.com/compliance/shared-responsibility-model/

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Amazon Bedrock

https://aws.amazon.com/bedrock/

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Amazon Bedrock - What is it?

https://docs.aws.amazon.com/bedrock/latest/userguide/what-is-bedrock.html

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Amazon Bedrock User Guide PDF (1655 pages)

https://docs.aws.amazon.com/pdfs/bedrock/latest/userguide/bedrock-ug.pdf

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Amazon Bedrock FAQs

https://aws.amazon.com/bedrock/faqs/

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Amazon Bedrock Knowledge Bases

https://aws.amazon.com/bedrock/knowledge-bases/

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Machine Learning

https://aws.amazon.com/what-is/machine-learning/

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Foundation Models

https://aws.amazon.com/what-is/foundation-models/

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What’s the Difference Between Structured Data and Unstructured Data?

https://aws.amazon.com/compare/the-difference-between-structured-data-and-unstructured-data/

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Overfitting

https://aws.amazon.com/what-is/overfitting/

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Underfitting vs. Overfitting

https://docs.aws.amazon.com/machine-learning/latest/dg/model-fit-underfitting-vs-overfitting.html

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What’s the Difference Between Supervised and Unsupervised Learning?

https://aws.amazon.com/compare/the-difference-between-machine-learning-supervised-and-unsupervised/

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Inference Parameters

https://docs.aws.amazon.com/bedrock/latest/userguide/inference-parameters.html

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Amazon Titan

https://aws.amazon.com/bedrock/titan/

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Amazon Titan Image Generator Watermark Detection

https://aws.amazon.com/about-aws/whats-new/2024/04/watermark-detection-amazon-titan-image-generator-bedrock/

Amazon Titan Image Generator, Multimodal Embeddings, and Text models

https://aws.amazon.com/blogs/aws/amazon-titan-image-generator-multimodal-embeddings-and-text-models-are-now-available-in-amazon-bedrock/

Best practices to build generative AI applications on AWS

https://aws.amazon.com/blogs/machine-learning/best-practices-to-build-generative-ai-applications-on-aws/

Amazon Q Business - How Amazon Q Business works

https://docs.aws.amazon.com/amazonq/latest/qbusiness-ug/how-it-works.html

Generative AI

https://aws.amazon.com/what-is/generative-ai/

Retrieval-Augmented Generation (RAG)

https://aws.amazon.com/what-is/retrieval-augmented-generation/

Regions and Availability Zones

https://aws.amazon.com/about-aws/global-infrastructure/regions_az/

Responsible AI resources

https://aws.amazon.com/machine-learning/responsible-ai/resources/

Amazon SageMaker Clarify

https://aws.amazon.com/sagemaker/clarify/

ML Governance with Amazon SageMaker

https://aws.amazon.com/sagemaker/ml-governance/

Using Amazon Q Developer on AWS apps and websites

https://docs.aws.amazon.com/amazonq/latest/qdeveloper-ug/q-on-aws.html

Amazon Q Developer

https://docs.aws.amazon.com/pdfs/amazonq/latest/qdeveloper-ug/amazonq-developer-ug.pdf

Using Amazon Q Developer in the IDE

https://docs.aws.amazon.com/amazonq/latest/qdeveloper-ug/q-in-IDE.html

Multimodal Data Analysis with AWS Health and Machine Learning Services

https://aws.amazon.com/blogs/industries/multimodal-data-analysis-with-aws-health-and-machine-learning-services/

Training Machine Learning Models on Multimodal Health Data with Amazon SageMaker

https://aws.amazon.com/blogs/industries/training-machine-learning-models-on-multimodal-health-data-with-amazon-sagemaker/

Amazon Q

https://aws.amazon.com/q/

AWS Trainium

https://aws.amazon.com/machine-learning/trainium/

Amazon Rekognition

https://aws.amazon.com/rekognition/

Large Language Models (LLM)

https://aws.amazon.com/what-is/large-language-model/

Amazon SageMaker JumpStart

https://aws.amazon.com/sagemaker/jumpstart/

Amazon SageMaker Jumpstart - Fine-tune a foundation model

https://docs.aws.amazon.com/sagemaker/latest/dg/jumpstart-foundation-models-fine-tuning.html