课程

Prompt Engineering with the OpenAI API

基础技能水平

更新时间 2026年1月

Dive deep into the principles and best practices of prompt engineering to leverage powerful language models like ChatGPT to solve real-world problems.

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OpenAIArtificial Intelligence4 小时15 视频55 练习4,750 经验值44,785成就声明

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课程描述

Maximize AI Applications Through Effective Prompt Engineering

ChatGPT is a powerful language model that can generate human-like text for different applications. However, it is only as good as the prompts you provide. You need to know how to write effective prompts, and this is where prompt engineering comes in. Prompt engineering is carefully designing and crafting prompts to elicit desired responses from language models. It's an essential skill needed to use language models to their full potential. In this course, you'll dive deep into the principles and best practices of prompt engineering.

Take Your Prompt Engineering Skills To The Next Level

Prompt engineering is an emerging field that is essential in today's world. You'll learn to work with different prompts and select the ideal one for each task. Through practical exercises using the OpenAI API in Python, you'll gain hands-on experience crafting effective prompts specifically tailored for ChatGPT.

Solve Real-World Business Problems

Once you master prompt engineering, every problem becomes "one prompt away" from being solved. By the end of this course, you'll have the skills and knowledge needed to write effective prompts for ChatGPT to solve various real-world problems and business applications.

先决条件

Working with the OpenAI API

1

Introduction to Prompt Engineering Best Practices

Master the art of crafting effective prompts, designing structured outputs, and implementing intelligent conditional prompts to revolutionize your applications. Delve into the core principles and best practices of prompt engineering for unparalleled success in artificial intelligence.

Introduction to prompt engineering

50 经验值

OpenAI API message roles

100 经验值

Creating the get_response() function

100 经验值

Exploring prompt engineering

100 经验值

Key principles of prompt engineering

50 经验值

Is this prompt effective?

100 经验值

Using delimited prompts with f-strings

100 经验值

Building specific and precise prompts

100 经验值

Structured outputs and conditional prompts

50 经验值

Generating a table

100 经验值

Customizing output format

100 经验值

Using conditional prompts

100 经验值

2

Advanced Prompt Engineering Strategies

Discover advanced techniques for prompt engineering, empowering you to design more effective and precise prompts for language models. Learn how to iteratively refine prompts through experimentation and analysis, ensuring more accurate and meaningful outputs.

Few-shot prompting

50 经验值

Zero-shot, one-shot, and few-shot prompting

100 经验值

Controlling output structure

100 经验值

Sentiment analysis with few-shot prompting

100 经验值

Multi-step prompting

50 经验值

Single-step prompt to plan a trip

100 经验值

Multi-step prompt to plan a trip

100 经验值

Analyze solution correctness

100 经验值

Chain-of-thought and self-consistency prompting

50 经验值

Reasoning with chain-of-thought prompts

100 经验值

One-shot chain-of-thought prompts

100 经验值

Self-consistency prompts

100 经验值

Iterative prompt engineering and refinement

50 经验值

Iterative prompt engineering process

100 经验值

Iterative prompt engineering for standard prompts

100 经验值

Iterative prompt engineering for few-shot prompts

100 经验值

3

Prompt Engineering for Business Applications

Dive into the strategic integration of prompt engineering techniques in real-world business applications. Uncover the art of tailoring language models to serve the dynamic needs of the business world, thereby driving innovation, streamlining operations, and enabling informed decisions in the rapidly evolving landscape of AI-powered business solutions.

Text summarization and expansion

50 经验值

Market research report summarization

100 经验值

Product features summarization

100 经验值

Product description expansion

100 经验值

Text transformation

50 经验值

Translation for multilingual communication

100 经验值

Tone adjustment for email marketing

100 经验值

Writing improvement

100 经验值

Text analysis

50 经验值

Customer support ticket routing

100 经验值

Customer support ticket analysis

100 经验值

Code generation and explanation

50 经验值

Code generation with problem description

100 经验值

Input-output examples for code generation

100 经验值

Modifying code with multi-step prompts

100 经验值

Explaining code step by step

100 经验值

4

Prompt Engineering for Chatbot Development

Explore the realm of chatbot development with effective prompt engineering strategies. Immerse yourself in the intricacies of system prompts, role-playing prompts, and the seamless integration of context, thus enabling your chatbots to engage users with heightened effectiveness and naturalness.

Prompt engineering for chatbot development

50 经验值

Creating a dual-prompt get_response() function

100 经验值

Customer support chatbot

100 经验值

Behavioral control of a customer support chatbot

100 经验值

Role-playing prompts for chatbots

50 经验值

Learning advisor chatbot

100 经验值

Adding guidelines for the learning advisor chatbot

100 经验值

Incorporating external context

50 经验值

Providing context through sample conversations

100 经验值

Providing context through system prompt

100 经验值

Congratulations

50 经验值

Prompt Engineering with the OpenAI API

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