DevOps y IA en AWS: Actualizando aplicaciones con inteligencia artificial generativa

Resumen

Explore the intersection of DevOps and Generative AI on AWS in this hands-on course. Learn to enhance existing applications with powerful AI features using Amazon Bedrock's large language models (LLMs).

You'll gain practical experience in implementing customized text generation, mastering prompt engineering, and applying advanced techniques like fine-tuning and Retrieval Augmented Generation (RAG). We focus on essential DevOps practices, guiding you through the process of coding, building, and testing an application upgraded with generative AI capabilities.

You'll learn to integrate these AI features seamlessly into your software development lifecycle, ensuring smooth deployment and maintenance. The course also sharpens crucial developer skills.

We highlight how to enable effective source control management, enabling efficient collaboration and version control in your projects. Additionally, you'll master unit testing to ensure the reliability of your applications.By the end of this course, you'll be equipped to modernize applications using generative AI, implement proven DevOps practices, and leverage AWS' AI services.

Whether you're a developer expanding your AI expertise or a DevOps professional incorporating AI technologies, this course provides the tools to excel in the evolving landscape of software development and artificial intelligence. Join us to transform your applications and development practices with the power of generative AI on AWS.

Programa

• Módulo 1: TravelGuideAI
Este módulo presenta la aplicación TravelGuideAI, una aplicación de guía de viajes que se actualizará con características de inteligencia artificial generativa. Cubre la visión general del curso, los repositorios de código fuente y las herramientas y servicios necesarios para desarrollar aplicaciones de inteligencia artificial generativa, como Amazon Bedrock, ingeniería de prompts y Amazon Q Developer.
• Módulo 2: Actualización de la Aplicación de Guía de Viajes
Este módulo se centra en integrar características de inteligencia artificial generativa en la aplicación TravelGuideAI utilizando Amazon Bedrock. Cubre estrategias de ramificación, actualización de la aplicación, despliegue de la aplicación actualizada y exploración de temas avanzados como la personalización de modelos de Amazon Bedrock, la inteligencia artificial responsable y la necesidad de prácticas DevOps.

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Impartido por

Morgan Willis, Russell Sayers, and Rafael Lopes

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Materias

Programming