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所在平台: Udemy |
课程主页: https://www.udemy.com/course/complete-aws-bedrock-generative-ai-course-projects/
课程评论：没有评论
**课程名称：** 完整 AWS Bedrock 生成式 AI 课程 + 项目 **课程概述：** 本课程是关于 AWS Bedrock 生成式 AI 的深度指南，涵盖了大型语言模型 (LLMs) 和模型微调技术。AWS Bedrock 是亚马逊网络服务 (AWS) 推出的创新平台，为 AI 爱好者、开发者和专业人士提供了接触生成式 AI 的绝佳机会。 **课程内容：** 1. **深入了解 AWS Bedrock 与生成式 AI：** 探索 AWS Bedrock 的基础知识及其在 AI 领域的作用。了解生成式 AI 的变革潜力、对各行业的影响以及其底层技术。 2. **精通大型语言模型 (LLMs)：** 深入学习 LLMs 的复杂性，包括其架构、应用、优势和局限性。 3. **模型微调：** 掌握一项关键的 AI 实践技能，学习如何调整现有模型以适应特定任务或数据集，从而优化性能和效率。 4. **实践项目：** 通过三个独立的实践项目，巩固所学知识并获得实践经验。这些项目将采用无服务器架构 (Serverless architecture)，集成 API Gateway、Lambda 函数、S3 等 AWS 服务与 AWS Bedrock，全面展示平台的强大功能。项目内容包括： * 通过 Bedrock 与你的数据进行交互，并就你的文档提问。 * 利用 Bedrock 模型编写代码。 * 使用扩散模型进行图像生成。 5. **无服务器架构集成：** 深入了解无服务器范式，重点关注 API Gateway、Lambda 和 AWS Bedrock。学习如何轻松设置、管理和扩展无服务器架构，为设计和部署 AI 驱动的应用程序做好准备。 6. **评估你的 LLM：** 完成课程后，你将能够评估大型语言模型的毒性 (toxicity) 和整体准确性。 **学习目标：** 通过本课程，你将对 AWS Bedrock 及其与生成式 AI 和 LLMs 的协同作用有深入的理解。无论你是 aspiring AI 开发者、经验丰富的从业者还是科技爱好者，本课程都将为你提供驾驭动态 AI 世界所需的技能和知识。 **立即加入，一起学习、微调和部署，共同探索生成式 AI 的未来！**
**Course Description: AWS Bedrock Generative AI + LLMs Comprehensive Guide**Welcome to our in-depth course on the cutting-edge world of AWS Bedrock Generative AI, encompassing LLMs (Large Language Models) and fine-tuning techniques. AWS Bedrock, the innovative platform from Amazon Web Services, provides unparalleled opportunities for AI enthusiasts, developers, and professionals to engage with Generative AI. In this course, you will explore the nuts and bolts of AWS Bedrock and learn how to harness its power for your AI projects. Create 3 separate projects in this course which include chatting with your data and asking questions about your documents, writing code with Bedrock models, and image generation with diffusion models. All these projects will be then deployed through a Serverless architecture with AWS Bedrock, API Gateway, Lambda functions, S3, Postman and many moreStructured over a series of engaging modules, you will:1. **Delve Deep into AWS Bedrock & Generative AI**: Understand the foundations of AWS Bedrock and its role in the AI landscape. Discover the transformative potential of Generative AI, how it's shaping industries, and its underlying technologies.2. **Mastering LLMs**: Dive into the intricacies of Large Language Models. Learn about their architecture, applications, strengths, and limitations.3. **Fine-tuning Models**: A pivotal skill for any AI practitioner. Acquire hands-on experience in tweaking existing models to fit specific tasks or datasets, ensuring optimal performance and efficiency.4. **Hands-on Projects**: Roll up your sleeves and immerse yourself in three separate projects. Each project is designed to reinforce your learning and provide practical experience. You'll employ a serverless stack, integrating AWS services like API Gateway and Lambda with AWS Bedrock, offering you a holistic view of the platform's capabilities.5. **Serverless Stack Integration**: Delve into the Serverless paradigm, focusing on API Gateway, Lambda, and AWS Bedrock. Learn how to set up, manage, and scale serverless architectures seamlessly, ensuring you're well-equipped to design and deploy AI-driven applications with ease.6. **Evaluate your LLM**: After finishing the course you will be able to evaluate the toxicity, and overall accuracy of your your Large Language Model.By the end of this course, you will have a robust understanding of AWS Bedrock and its synergies with Generative AI and LLMs. Whether you're an aspiring AI developer, a seasoned practitioner, or a tech enthusiast, this course is tailored to equip you with the skills and knowledge to navigate the dynamic world of AI with confidence.Join us on this enlightening journey through AWS Bedrock and discover the future of Generative AI. Let's build, fine-tune, and deploy together!
