Course: Prompt Engineering

Prompt Engineering

مدل‌های زبانی بزرگ مانند ChatGPT قرار است نقشی حتی پررنگ‌تر از تلفن همراه در زندگی و کسب‌وکار شما داشته باشند، به شرط آنکه درست از آنها استفاده کنید. این ابزارها می‌توانند در همان ساعات ابتدایی استفاده، کارهایی مانند آموزش ریاضی به فرزندتان، طراحی برنامه غذایی، نوشتن نرم‌افزار برای کسب‌وکار، یا حتی بهبود امنیت شخصی شما در فضای دیجیتال را انجام دهند.

این دوره به شما آموزش می‌دهد چگونه یک کاربر حرفه‌ای این ابزارهای هوش مصنوعی مولد باشید. در طول دوره نمونه‌های شگفت‌انگیزی خواهید دید که نشان می‌دهند این مدل‌ها چگونه توانایی استدلال و خلاقیت خود را آشکار می‌کنند و چگونه می‌توانید از آنها برای افزایش بهره‌وری روزمره و حل مسائل گوناگون استفاده کنید.

مدل‌های زبانی بزرگ بر اساس دستورها و پرسش‌هایی که کاربران در قالب زبان طبیعی مطرح می‌کنند پاسخ می‌دهند. این دستورها که «پرامپت» نامیده می‌شوند، کلید اصلی تعامل مؤثر با هوش مصنوعی هستند. بسیاری از افراد هنوز مهارت کافی در نوشتن پرامپت‌های کارآمد ندارند، در حالی که کاربران حرفه‌ای با همین مهارت می‌توانند بهره‌وری خود را چندین برابر کرده و استفاده‌های خلاقانه‌تری از این ابزارها داشته باشند.

این دوره شما را با الگوها و روش‌های نوشتن پرامپت‌های مؤثر آشنا می‌کند. برای شرکت در آن تنها آشنایی اولیه با کار با رایانه و مرورگر کافی است. مسیر یادگیری از پرامپت‌های ساده آغاز می‌شود و به تدریج به سمت طراحی پرامپت‌های پیچیده‌تر برای حل مسائل در حوزه‌های مختلف پیش می‌رود. در پایان دوره، شما مهارت‌های کامل پرامپت‌نویسی را خواهید داشت و می‌توانید از مدل‌های زبانی بزرگ برای مجموعه گسترده‌ای از فعالیت‌ها در کار، تحصیل و زندگی شخصی خود مانند نویسندگی، خلاصه‌سازی، برنامه‌ریزی، شبیه‌سازی، بازی و برنامه‌نویسی استفاده کنید.

Duration: 960 Minutes

Topic outline

Part 1 - Course Overview
- Part 1 - 01 - Motivating Example Building a Meal Plan with a Fusion of Food from Ethiopia and Uzbekistan that is Keto File
  
  View It takes at least 5 minutes to attend activity to complete the activity.
- Part 1 - 02 - Overview of the Course File
  
  View It takes at least 5 minutes to attend activity to complete the activity.
- Part 1 - 03 - Motivating Example Act as a Speech Pathologist File
  
  View It takes at least 3 minutes to attend activity to complete the activity.
- Part 1 - 04 - Setting Up an Account and Using ChatGPT File
  
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Part 2 - Large Language Model Basics
- Part 2 - 01 - What are Large Language Models File
  
  View It takes at least 5 minutes to attend activity to complete the activity.
- Part 2 - 02 - Randomness in Output File
  
  View It takes at least 2 minutes to attend activity to complete the activity.
Part 3 - What Are Prompts?
- Part 3 - 01 - What is a Prompt? File
  
  View It takes at least 6 minutes to attend activity to complete the activity.
- Part 3 - 02 - Intuition Behind Prompts File
  
  View It takes at least 7 minutes to attend activity to complete the activity.
- Part 3 - 03 - Everyone Can Program with Prompts File
  
  View It takes at least 3 minutes to attend activity to complete the activity.
Part 4 - Intrro to Prompt Patterns
- Part 4 - 01 - Prompt Patterns File
  
  View It takes at least 2 minutes to attend activity to complete the activity.
- Part 4 - 02 - The Persona Pattern File
  
  View It takes at least 6 minutes to attend activity to complete the activity.
- Part 4 - 03 - Reading a Prompt Pattern File
  
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- Part 4 - 04 - Format of the Persona Pattern File
  
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Part 5 - Prompts, Coversations, & New Information
- Part 5 - 01 - Introducing New Information to the Large Language Model File
  
  View It takes at least 3 minutes to attend activity to complete the activity.
- Part 5 - 02 - Prompt Size Limitations File
  
  View It takes at least 4 minutes to attend activity to complete the activity.
- Part 5 - 03 - Prompts are a Tool for Repeated Use File
  
  View It takes at least 6 minutes to attend activity to complete the activity.
- Part 5 - 04 - Root Prompts File
  
  View It takes at least 5 minutes to attend activity to complete the activity.
Part 6 - Applying Prompt Patterns 1
- Part 6 - 01 - Question Refinement Pattern File
  
  View It takes at least 3 minutes to attend activity to complete the activity.
- Part 6 - 02 - Format of the Question Refinement Pattern File
  
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- Part 6 - 03 - Cognitive Verifier Pattern File
  
  View It takes at least 4 minutes to attend activity to complete the activity.
- Part 6 - 04 - Format of the Cognitive Verifier Pattern File
  
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- Part 6 - 05 - Audience Persona Pattern File
  
  View It takes at least 4 minutes to attend activity to complete the activity.
- Part 6 - 06 - Format of the Audience Persona Pattern File
  
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- Part 6 - 07 - Flipped Interaction Pattern File
  
  View It takes at least 4 minutes to attend activity to complete the activity.
- Part 6 - 08 - Format of the Flipped Interaction Pattern File
  
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Part 7 - Applying Few Shot Examples Concepts
- Part 7 - 01 - Few-shot Examples File
  
  View It takes at least 3 minutes to attend activity to complete the activity.
- Part 7 - 02 - Shot Examples for Actions File
  
  View It takes at least 3 minutes to attend activity to complete the activity.
- Part 7 - 03 - Few-Shot Examples with Intermediate Steps File
  
  View It takes at least 4 minutes to attend activity to complete the activity.
- Part 7 - 04 - Writing Effective Few-Shot Examples File
  
  View It takes at least 5 minutes to attend activity to complete the activity.
- Part 7 - 05 - Chain of Thought Prompting File
  
  View It takes at least 5 minutes to attend activity to complete the activity.
- Part 7 - 06 - ReAct Prompting File
  
  View It takes at least 5 minutes to attend activity to complete the activity.
- Part 7 - 07 - Using Large Language Models to Grade Each Other File
  
  View It takes at least 4 minutes to attend activity to complete the activity.
Part 8 - Applying Prompt Patterns 2
- Part 8 - 01 - Game Play Pattern File
  
  View It takes at least 8 minutes to attend activity to complete the activity.
- Part 8 - 02 - Format of the Game Play Pattern File
  
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- Part 8 - 03 - Template Pattern File
  
  View It takes at least 6 minutes to attend activity to complete the activity.
- Part 8 - 04 - Format of the Template Pattern File
  
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- Part 8 - 05 - Meta Language Creation Pattern File
  
  View It takes at least 4 minutes to attend activity to complete the activity.
- Part 8 - 06 - Format of the Meta Language Creation Pattern File
  
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- Part 8 - 07 - Recipe Pattern File
  
  View It takes at least 3 minutes to attend activity to complete the activity.
- Part 8 - 08 - Format of the Recipe Pattern File
  
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- Part 8 - 09 - Alternative Approaches Pattern File
  
  View It takes at least 7 minutes to attend activity to complete the activity.
- Part 8 - 10 - Format of the Alternative Approaches Pattern File
  
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Part 9 - Applying Prompt Patterns 3
- Part 9 - 01 - Ask for Input Pattern File
  
  View It takes at least 2 minutes to attend activity to complete the activity.
- Part 9 - 02 - Format of the Ask for Input Pattern File
  
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- Part 9 - 03 - Combining Patterns File
  
  View It takes at least 2 minutes to attend activity to complete the activity.
- Part 9 - 04 - Outline Expansion Pattern File
  
  View It takes at least 5 minutes to attend activity to complete the activity.
- Part 9 - 05 - Format of the Outline Expansion Pattern File
  
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- Part 9 - 06 - Menu Actions Pattern File
  
  View It takes at least 4 minutes to attend activity to complete the activity.
- Part 9 - 07 - Format of the Menu Actions Pattern File
  
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- Part 9 - 08 - Fact Check List Pattern File
  
  View It takes at least 3 minutes to attend activity to complete the activity.
- Part 9 - 09 - Format of the Fact Check List Pattern File
  
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- Part 9 - 10 - Tail Generation Pattern File
  
  View It takes at least 3 minutes to attend activity to complete the activity.
- Part 9 - 11 - Tail Generation Pattern File
  
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- Part 9 - 12 - Semantic Filter Pattern File
  
  View It takes at least 3 minutes to attend activity to complete the activity.
- Part 9 - 13 - Format of the Semantic Filter Pattern File
  
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- Part 9 - 14 - Course Conclusion & Thank You File
  
  View It takes at least 2 minutes to attend activity to complete the activity.

Completion rules

All units must be completed