Building and Evaluating LLM-Powered Apps on AWS

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Description: This course, "Building and Evaluating LM-Powered Apps on AWS," offers a comprehensive and practical journey into the world of Large Language Models (LLMs) and their application development on the Amazon Web Services (AWS) cloud, with a strong focus on Amazon Bedrock.You'll begin by gaining a solid understanding of Amazon Bedrock's capabilities as a fully managed service that provides serverless access to a diverse range of high-performing Foundation Models (FMs) from leading AI providers like Anthropic, AI21 Labs, Cohere, and Amazon's own Titan models. We'll demystify why Bedrock is a game-changer for developers, abstracting away the complexities of model hosting and infrastructure management.The core of the course is intensely hands-on. You'll learn to set up a secure and efficient AWS environment for LLM development, including the configuration of IAM roles and permissions, and mastering the use of the AWS Command Line Interface (CLI) and Boto3 SDK for programmatic interaction with Bedrock. This foundational knowledge will empower you to interact directly with various LLMs, experiment with different model parameters (like temperature and top-p), and utilize the Chat Playground for rapid prototyping and prompt engineering.A significant portion of the course is dedicated to building sophisticated LLM applications. You'll dive deep into building intelligent agents using AWS Bedrock Agents, learning how to design their workflows, integrate custom tools via AWS Lambda functions to extend their capabilities (e.g., fetching real-time data or interacting with external APIs), and handle complex, multi-step tasks. You'll also master the art of Retrieval-Augmented Generation (RAG), a powerful technique to enhance LLM responses by grounding them with your own proprietary data. This involves practical steps like embedding and indexing documents in a knowledge base, performing vector searches, and augmenting LLM prompts to generate co
Category: IT & Software > Other IT & Software > Amazon Bedrock
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Price: 199.99
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Source: Impact
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