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Prompt Engineering for ChatGPT · LearnSpace
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Prompt Engineering for ChatGPT

Курс от Vanderbilt University
Начальный≈ 18.8 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

ChatGPT and other large language models are going to be more important in your life and business than your smartphone, if you use them right. ChatGPT can tutor your child in math, generate a meal plan and recipes, write software applications for your business, help you improve your personal cybersecurity, and that is just in the first hour that you use it. This course will teach you how to be an expert user of these generative AI tools. The course will show amazing examples of how you can tap into these generative AI tools' emergent intelligence and reasoning, how you can use them to be more productive day to day, and give you insight into how they work. Large language models respond to instructions and questions posed by users in natural language statements, known as “prompts”. Although large language models will disrupt many fields, most users lack the skills to write effective prompts. Expert users, who understand how to write good prompts, are orders of magnitude more productive and can unlock significantly more creative uses for these tools. This course introduces students to the patterns and approaches for writing effective prompts for large language models. Anyone can take the course and the only required knowledge is basic computer usage skills, such as using a browser and accessing ChatGPT. Students will start with basic prompts and build towards writing sophisticated prompts to solve problems in any domain. By the end of the course, students will have strong prompt engineering skills and be capable of using large language models for a wide range of tasks in their job, business, personal life, and education, such as writing, summarization, game play, planning, simulation, and programming.

Навыки, которые вы освоите

Prompt EngineeringPrompt PatternsChatGPTGame DesignAI literacyArtificial IntelligenceLarge Language ModelingAI powered creativityAI EnablementLLM Application

Программа курса

6 модулей · 69 учебных материалов

01Course Introduction7 материалов

Course Overview

Motivating Example: Building a Meal Plan with a Fusion of Food from Ethiopia and Uzbekistan that is KetoВидеоOverview of the CourseВидеоMotivating Example: Act as a Speech PathologistВидеоSetting Up an Account and Using ChatGPTЧтение

Large Language Model Basics

Учитесь у экспертов

Dr. Jules White

Professor of Computer Science

Prompt Engineering for ChatGPT
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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 18.8 ч

6 модулей

Язык: Английский

Субтитры: Арабский, Французский, Бенгальский, Узбекский, Украинский, Китайский (Китай), Греческий, Итальянский, Бразильский португальский, Вьетнамский, Нидерландский, Корейский, Ория, Немецкий, Пушту, Урду, Русский, Тайский, Индонезийский, Шведский, Турецкий, Азербайджанский, Испанский, Дари, Хинди, Японский, Казахский, Венгерский, Польский

Часть программы вашего университета
What are Large Language Models?Видео
Randomness in OutputВидео
Creating Your First PromptsЗадание
02Introduction to Prompts16 материалов

What are Prompts?

What is a Prompt?ВидеоIntuition Behind PromptsВидеоEveryone Can Program with PromptsВидео

Intro to Prompt Patterns

Prompt PatternsВидеоThe Persona PatternВидеоReading a Prompt PatternЧтениеFormat of the Persona PatternЧтениеLearn More About Prompt PatternsЧтениеApplying the Persona PatternЗаданиеStaying Connected & Learning MoreЧтение

Prompts, Conversations, & New Information

Introducing New Information to the Large Language ModelВидеоPrompt Size LimitationsВидеоPrompts are a Tool for Repeated UseВидеоRoot PromptsВидеоCreating Prompts with New InformationЗаданиеWhat to Take After or With this CourseЧтение
03Prompt Patterns I9 материалов

Introduction to Prompt Patterns

Question Refinement PatternВидеоFormat of the Question Refinement PatternЧтениеCognitive Verifier PatternВидеоFormat of the Cognitive Verifier PatternЧтениеAudience Persona PatternВидеоFormat of the Audience Persona PatternЧтениеFlipped Interaction PatternВидеоFormat of the Flipped Interaction PatternЧтениеApplying Prompt Patterns IЗадание
04Few-Shot Examples10 материалов

Effective Prompts

Few-shot ExamplesВидеоFew-shot Examples for ActionsВидеоFew-Shot Examples with Intermediate StepsВидеоWriting Effective Few-Shot ExamplesВидеоChain of Thought PromptingВидеоLearn More About Chain of Thought PromptingЧтениеReAct PromptingВидеоLearn More About ReActЧтениеUsing Large Language Models to Grade Each OtherВидеоApplying Few-Shot Examples ConceptsЗадание
05Prompt Patterns II11 материалов

Prompt Patterns Catalog

Game Play PatternВидеоFormat of the Game Play PatternЧтениеTemplate PatternВидеоFormat of the Template PatternЧтениеMeta Language Creation PatternВидеоFormat of the Meta Language Creation PatternЧтениеRecipe PatternВидеоFormat of the Recipe PatternЧтениеAlternative Approaches PatternВидеоFormat of the Alternative Approaches PatternЧтениеApplying Prompt Patterns IIЗадание
06Prompt Patterns III16 материалов

Prompt Patterns Catalog

Ask for Input PatternВидеоFormat of the Ask for Input PatternЧтениеCombining PatternsВидеоOutline Expansion PatternВидеоFormat of the Outline Expansion PatternЧтениеMenu Actions PatternВидеоFormat of the Menu Actions PatternЧтениеFact Check List PatternВидеоFormat of the Fact Check List PatternЧтениеTail Generation PatternВидеоTail Generation PatternЧтениеSemantic Filter PatternВидеоFormat of the Semantic Filter PatternЧтениеCourse Conclusion & Thank YouВидеоContinue Learning About Prompt EngineeringЧтениеCreating a Prompt-based ApplicationЗадание