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所在平台: Udemy |
课程主页: https://www.udemy.com/course/master-generative-ai-professional-level-llm-application-dev/
课程评论：没有评论
课程名称：掌握生成性人工智能：专业级大型语言模型应用开发 课程概述：该课程旨在帮助高级开发人员、数据科学家、人工智能爱好者和技术领导者掌握构建专业级生成性人工智能应用的艺术。课程内容涵盖了利用大型语言模型（LLM）创建稳健、可扩展及可投入生产的人工智能解决方案所需的一切知识。无论您是希望提升技能还是打造创新应用，这门课程都是您在以人工智能驱动的未来取得成功的途径。 课程首先深入探讨生成性人工智能系统的基础概念，包括其架构、关键组件及工具。接着，您将学习高级主题，例如增强检索生成（RAG）、LangChain、LlamaIndex以及尖端编排框架的集成。课程还提供与云平台如AWS Bedrock、Google Vertex AI等的实践经验，帮助您微调应用并在实际场景中进行部署。 此外，课程还着重于实际实施，涵盖带有记忆的聊天机器人、高级数据检索、情感分析工具和多模态人工智能应用。您将掌握管理自定义数据、创建高效流水线和优化可扩展性等基本技术。通过本课程的学习，您将具备设计、部署和维护超越专业标准的生产级人工智能系统的专业能力，使您能够在快速发展的生成性人工智能开发和创新领域中引领潮流。
Master the art of building professional-grade Generative AI applications with this comprehensive course designed for advanced developers, data scientists, AI enthusiasts, and technology leaders. This program covers everything you need to know about leveraging Large Language Models (LLMs) to create robust, scalable, and production-ready AI-powered solutions. Whether you're looking to enhance your skills or build innovative applications, this course is your gateway to success in the AI-driven future.Start with an in-depth exploration of foundational concepts, including the architecture of Generative AI systems, key components, and tools. Learn about advanced topics such as Retrieval-Augmented Generation (RAG), LangChain, LlamaIndex, and the integration of cutting-edge orchestration frameworks. Gain hands-on experience with cloud platforms like AWS Bedrock, Google Vertex AI, and others to fine-tune your applications and deploy them in real-world scenarios.This course also delves into practical implementations, including chatbots with memory, advanced data retrieval, sentiment analysis tools, and multimodal AI applications. You'll master essential techniques like managing custom data, creating efficient pipelines, and optimizing performance for scalability. By the end of the course, you'll have the expertise to design, deploy, and maintain production-level AI systems that exceed professional standards, empowering you to lead in the rapidly evolving field of Generative AI development and innovation.
