GEN AI ENGINEERING SERIES

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Generative AI with AWS BedRock

Gen AI Engineering Series

A comprehensive guide for developers who want to build Generative AI applications. The text explains the foundations of Generative AI and introduces AWS Bedrock as a cloud-based platform designed for building these applications. The book outlines how to choose the right Foundational Models, fine-tune them with Low-Rank Adaptation (LoRA) for specific tasks, and write effective prompts to guide the models' output. The book also explores key aspects of building a Generative AI application, such as user interface design, integration with other AWS services, and security considerations.

Episodes

  1. Gen AI Engineering Series Subscriber Audio

    JUN 18 • SUBSCRIBERS ONLY

    Gen AI Engineering Series Subscriber Audio

    Welcome to the Gen AI Engineering Series — the podcast where cutting-edge Generative AI meets real-world engineering. I’m your host, and each week, we dive deep into the practical challenges, design strategies, and deployment techniques that power today’s most advanced AI systems. From scaling transformer models and optimizing inference pipelines, to prompt tuning, model safety, and retrieval-augmented generation — this is your weekly dose of serious LLM engineering. Whether you’re building from scratch, fine-tuning on custom data, or pushing the limits of generative agents, you’ll find insights here you won’t hear anywhere else. As a subscriber, you get full access to: Extended interviews with leading AI practitioners Advanced architectural breakdowns Early access to our “Blueprint Series” — exclusive deep-dives into production-grade AI stacks Bonus episodes covering performance tradeoffs, compliance tooling, and edge deployments No hype, no buzzwords — just real systems, real code, and real challenges, from engineers who are doing it at scale. So hit that Follow button on Apple Podcasts, and join the Gen AI Engineering community. Subscribe now — and let’s build the future of intelligence, together.

    1 min

  2. 10/27/2024

    Generative AI with AWS Bed Rock

    A comprehensive guide for developers who want to build Generative AI applications. The text explains the foundations of Generative AI and introduces AWS Bedrock as a cloud-based platform designed for building these applications. The book outlines how to choose the right Foundational Models, fine-tune them with Low-Rank Adaptation (LoRA) for specific tasks, and write effective prompts to guide the models' output. The book also explores key aspects of building a Generative AI application, such as user interface design, integration with other AWS services, and security considerations. Finally, it discusses responsible AI practices, cost management, and various real-world applications of Generative AI across different industries.

    39 min
  • 2 Episodes

About

A comprehensive guide for developers who want to build Generative AI applications. The text explains the foundations of Generative AI and introduces AWS Bedrock as a cloud-based platform designed for building these applications. The book outlines how to choose the right Foundational Models, fine-tune them with Low-Rank Adaptation (LoRA) for specific tasks, and write effective prompts to guide the models' output. The book also explores key aspects of building a Generative AI application, such as user interface design, integration with other AWS services, and security considerations.

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