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所在平台: Udemy |
课程主页: https://www.udemy.com/course/introduction-to-generative-ai-and-llms/
课程评论：没有评论
课程名称：生成式人工智能和大语言模型简介 课程概述：生成式人工智能是一项突破性技术，彻底改变了我们与计算机互动的方式。企业和消费者都将从这一技术中获益匪浅。作为学生，通过本课程，您将深入了解这一技术，为您现有工作开辟新机会，同时为新职业做好准备。该课程提供生动的生成式人工智能入门讲解，且不需要编程基础。目标受众包括：希望在组织中引入生成式人工智能的管理者、对该主题感兴趣的非技术用户，以及寻求入门课程以启动生成式人工智能职业生涯的技术用户。 授课讲师为一位前AWS解决方案架构师、AI/ML专家和生成式人工智能推动者，拥有多年SAAS、云计算和IT咨询经验。 课程内容安排如下： 模块1：生成式人工智能是什么？ 模块2：商业应用案例 模块3：概念、术语及大语言模型的工作原理 模块4：如何定制大语言模型 模块5：大语言模型的局限性及应对方法 模块6：未来、工作机会与认证 模块7：建立保护机制 课程收益：学生将快速了解生成式人工智能的基础知识，掌握概念并学习大语言模型的工作方式。通过使用ChatGPT、Stable Diffusion等流行大语言模型进行案例尝试，学生将学习如何针对特定用例定制大语言模型，包括RAG、微调和提示工程。课程还将讲解大语言模型和生成式人工智能可能出现的问题以及如何建立保护机制。虽然本课程不针对任何特定的认证做好准备，但您所学的概念将对未来追求认证非常有帮助。课程没有考试或测验，也不包含任何编码示例，不需要或假定有编程知识。 完成本课程后，学生将： - 理解生成式人工智能 - 知道其应用场景 - 理解大语言模型的工作方式 - 学习如何使用ChatGPT等大语言模型 - 探索工作机会和认证 - 了解建立保护机制和遵循最佳实践 加入生成式人工智能革命，别再等待。立即报名！
Generative AI is a breakthrough technology that has fundamentally changed the way we interact with computers. Both businesses and consumers stand to gain enormously from this technology.As students, you will gain immensely by getting your feet wet with this technology. It will open up new opportunities in your existing jobs as well as prepare you for new careers.This course provides a gentle introduction to Generative AI. It is not a coding course.It will benefit:* Managers who would like to introduce Generative AI in their organizations. * Non technical users who want to learn about this topic and curious about how it works.* Technical users who are looking for an entry level course to jumpstart their career in Generative AI.Taught by an ex AWS solution architect, AI / ML specialist and Generative AI champion, with many years experience in SAAS, Cloud and IT Consulting.The course is organized as follows:Module 1: What is Generative AI?Module 2: Business use casesModule 3: Concepts, terminologies and how LLMs workModule 4: Customizing LLMsModule 5: Limitations of LLMs and workaroundsModule 6: The future, jobs and certificationsModule 7: Building safeguardsBenefits of this course:Students will get a quick introduction to the basics of Generative AI, understand concepts and learn how LLMs work. They will be able to try out examples using ChatGPT, Stable Diffusion and other popular LLMs for their use cases. They will learn how to customize LLMs for their specific use cases using RAG, Fine Tuning and Prompt Engineering. They will learn when LLMs and Generative AI can go wrong and how to build safeguards around them.While this course does not prepare you for any particular certification, the concepts you will learn in this course will be useful if you intend to pursue a certification at a later time.The course does not have any exams or quizzes. It does not have any code examples. No knowledge of coding is required or assumed.Upon completion of this course, the student willGain an understanding of Generative AIKnow where it can be usedUnderstand how LLMs workLearn how to use ChatGPT and other LLMsExplore jobs and certificationsLearn about building safeguards and following best practicesJoin the Generative AI revolution. Don't wait. Enroll now!
