Use cases: GenAI & Machine Learning

Cloud FinOps

With Generative AI on AWS, you’ll learn the generative AI project life cycle including use case definition, model selection, model fine-tuning, retrieval-augmented generation, reinforcement learning

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GenAI at production scale: Why GenAI POCs fail and how AWS thinks about production readiness

We’re joined by two GenAI experts from AWS and DoiT to understand why GenAI POCs fail at production scale, how to evaluate LLMs, and how to approach GenAI production readiness. The discussion covers four GenAI workload migration patterns, AWS Bedrock’s systematic migration framework, enterprise compliance challenges including HIPAA and GDPR requirements, and practical approaches to evaluating model performance across speed, cost, and quality.

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Cloud FinOps

With Generative AI on AWS, you’ll learn the generative AI project life cycle including use case definition, model selection, model fine-tuning, retrieval-augmented generation, reinforcement learning from human feedback, and model quantization, optimization, and deployment.

Read More »

4 Common FinOps Mistakes and How to Avoid Them

With Generative AI on AWS, you’ll learn the generative AI project life cycle including use case definition, model selection, model fine-tuning, retrieval-augmented generation, reinforcement learning from human feedback, and model quantization, optimization, and deployment.

Read More »

Use cases: GenAI & Machine Learning

GenAI at production scale: Why GenAI POCs fail and how AWS thinks about production readiness

We’re joined by two GenAI experts from AWS and DoiT to understand why GenAI POCs fail at production scale, how to evaluate LLMs, and how to approach GenAI production readiness. The discussion covers four GenAI workload migration patterns, AWS Bedrock’s systematic migration framework, enterprise compliance challenges including HIPAA and GDPR requirements, and practical approaches to evaluating model performance across speed, cost, and quality.

Read More »

Cloud FinOps

With Generative AI on AWS, you’ll learn the generative AI project life cycle including use case definition, model selection, model fine-tuning, retrieval-augmented generation, reinforcement learning from human feedback, and model quantization, optimization, and deployment.

Read More »

4 Common FinOps Mistakes and How to Avoid Them

With Generative AI on AWS, you’ll learn the generative AI project life cycle including use case definition, model selection, model fine-tuning, retrieval-augmented generation, reinforcement learning from human feedback, and model quantization, optimization, and deployment.

Read More »

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