Prompt Engineering: A Complete Conceptual Guide

所在平台: Udemy

课程主页: https://www.udemy.com/course/master-prompt-engineering-for-generative-ai-course/

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课程名称:提示工程:全面概念指南 课程概述:想要理解人工智能模型的工作原理,并有效使用它们吗?本课程旨在为您提供扎实的提示工程基础,重点不仅是撰写提示,还包括理解生成性人工智能、LLM(大型语言模型)背后的关键概念,以及人工智能如何处理信息。与“提示大师”课程不同,本课程是一个概念性和战略性的指南,将帮助您理解以下内容: - 什么是提示工程?它在人工智能交互中扮演的关键角色。 - 生成性人工智能的运作方式——人工智能生成响应的逻辑。 - 流行的AI模型(LLMs)解析——详细介绍Gemini、Claude、Copilot、ChatGPT等。 - AI中的令牌——它们是什么,人工智能如何解释文本,以及令牌化如何影响响应。 - 提示的类型——从基本问题到结构化输入。 - 高级AI概念:多模态性——人工智能如何处理图像、文本等内容;自然语言处理(NLP)——人工智能如何理解人类语言;微调AI模型——人工智能如何适应不同任务。 - AI安全与伦理考量——如何负责任地使用人工智能。 - 与人工智能互动的注意事项——有效使用人工智能的最佳实践。 - AI中的冲突指令——人工智能如何对不明确或矛盾的输入作出响应。 - 深化您的AI知识——帮助您保持领先的关键资源。 本课程不集中于反复撰写提示,而是确保您充分理解人工智能的机制和最佳实践。课程最后将通过一节实用课程展示如何登录AI模型(如Gemini、Copilot和Claude)并使用基本提示开始。

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课程详情

Want to understand how AI models work and how to use them effectively? This course is designed to give you a solid foundation in Prompt Engineering-not just in writing prompts but in understanding the key concepts behind Generative AI, LLMs (Large Language Models), and how AI processes information.Unlike a "prompt mastery" course, this is a conceptual and strategic guide that will help you understand: What is Prompt Engineering? The key role it plays in AI interactions. How Generative AI Works-The logic behind AI-generated responses. Popular AI Models (LLMs) Explained-A breakdown of Gemini, Claude, Copilot, ChatGPT, and more.Tokens in AI-What they are, how AI interprets text, and how tokenization affects responses. Types of Prompts-From basic questions to structured inputs. Advanced AI Concepts:Multimodality-How AI processes images, text, and more.Natural Language Processing (NLP)-How AI understands human language.Fine-Tuning AI Models-How AI adapts to different tasks. AI Safety & Ethical Considerations-How to use AI responsibly. The Do's and Don'ts of Interacting with AI-Best practices for effective AI usage.Conflict Instructions in AI-How AI responds to unclear or contradictory inputs. Deepening Your AI Knowledge-Key resources to help you stay ahead.This course does not focus on writing prompts repeatedly but instead ensures you fully understand the mechanics and best practices of AI. A single practical session will show how to log into AI models like Gemini, Copilot, and Claude, and use a basic prompt to get started.

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