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所在平台: Udemy |
课程主页: https://www.udemy.com/course/fundamentals-of-prompt-engineering/
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课程名称：提示工程基础 概述： 《提示工程基础》课程旨在帮助您充分发挥生成性人工智能的潜力。这是一项在现代语言模型环境中至关重要的技能。无论您是开发人员、数据科学家，还是对利用人工智能能力充满好奇，这门课程都旨在为您提供掌握提示艺术所需的策略和技术。 学习内容： 1. **提示工程的重要性**：了解为什么提示工程在塑造有效的人工智能交互和推动影响结果方面至关重要。 2. **理解提示 - 什么与如何**：通过现实世界的类比，解密提示的概念。学习系统提示、指令提示和用户提示之间的区别，特别强调系统提示在指导人工智能行为中的关键作用。 3. **撰写清晰指令**：发现编写准确且明确指令的策略，确保您的提示能够产生最佳响应。 4. **分解复杂任务**：学习如何将复杂任务拆分成较小的可管理子任务，以简化提示创建过程并增强清晰度。 5. **掌握提示技巧**：获得关键技巧的实操经验，包括： - 零-shot 提示：无需示例生成响应。 - 一-shot 提示：使用单个示例指导人工智能。 - 少-shot 提示：提供多个示例以获得更精细的输出。 - 思维链提示：鼓励人工智能阐述其推理过程，从而得到更透明且通常更准确的响应。 6. **多样的实际应用**：通过开发一个生成性人工智能的应用示例——图书馆数字助理，来看提示工程如何在实践中应用。这个实践项目展示了深思熟虑的提示设计如何改变现实场景。 为什么要报名？ 在一个快速演变的人工智能世界中，理解如何有效地与语言模型沟通比以往任何时候都更为重要。本课程不仅向您介绍提示工程背后的理论，还赋予您实用的、可操作的技术，以便在项目中创新和出色完成。课程结束时，您将拥有一套强大的工具包，可以为未来的人工智能应用设计出强有力的提示。加入我们，一次一个提示，改变您与人工智能的互动方式。
Fundamentals of Prompt EngineeringUnlock the full potential of generative AI with our comprehensive course on Prompt Engineering-a pivotal skill in the modern landscape of language models. Whether you're a developer, data scientist, or simply curious about harnessing AI's capabilities, this course is designed to equip you with the strategies and techniques needed to master the art of prompting.What You'll Learn:The Importance of Prompt Engineering:Start your journey by exploring why prompt engineering is essential in shaping effective AI interactions and driving impactful outcomes.Understanding Prompts - What & How:Demystify the concept of a prompt using real-world analogies. Learn the differences between system, instructional, and user prompts, with a special emphasis on the critical role of system prompts in guiding AI behavior.Crafting Clear Instructions:Discover strategies for writing precise, unambiguous instructions that ensure your prompts yield the best possible responses.Breaking Down Complex Tasks:Learn how to split intricate tasks into smaller, manageable sub-tasks to simplify the prompt creation process and enhance clarity.Mastering Prompting Techniques:Gain hands-on experience with key techniques including:Zero-shot prompting: Leveraging no examples to generate responses.One-shot prompting: Using a single example to guide AI.Few-shot prompting: Providing multiple examples for more refined outputs.Chain-of-thought prompting: Encouraging the AI to articulate its reasoning process, leading to more transparent and often more accurate responses.Diverse Real-World Applications:See prompt engineering in action by developing a generative AI use case-a Digital Assistant for libraries. This practical project demonstrates how thoughtful prompt design can transform real-world scenarios.Why Enroll?In a world where AI is rapidly evolving, understanding how to effectively communicate with language models is more critical than ever. This course not only introduces you to the theory behind prompt engineering but also empowers you with practical, actionable techniques to innovate and excel in your projects. By the end of this course, you'll have a robust toolkit to craft powerful prompts that drive the AI applications of tomorrow.Join us and transform the way you interact with AI-one prompt at a time.
