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This course covers creating effective prompts for large language models like ChatGPT and developing AI-enabled applications using the OpenAI API.

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OpenAI has revolutionized how developers approach natural language processing, creative content generation, and AI-driven solutions across various industries.

You will begin the course with an introduction to OpenAI and its most famous GPT-based chatbot, ChatGPT. After learning the fundamentals of prompt engineering, you’ll progress to advanced techniques for writing prompts, explore practical applications of ChatGPT, and gain hands-on experience with the OpenAI API. The course will guide you through advanced model usage, including fine-tuning and embeddings, and provide insights into troubleshooting and best practices.

By the end of this course, you will be equipped with the skills to leverage the OpenAI API for innovative applications, from building AI-driven chatbots to implementing AI solutions in real-world projects. This knowledge will enhance your ability to create cutting-edge AI applications and advance your career in the rapidly evolving field of artificial intelligence.

Mastering OpenAI API and ChatGPT for Innovative Applications

What is the most important characteristic of an effective prompt?

What is the most important characteristic of an effective prompt?

By prompting ChatGPT to perform actions in the real world.

Which of the following is the most effective way to utilize ChatGPT?

Which of the following is the most effective way to utilize ChatGPT?

It can cause the model to produce identical results.

It will slow down the model's processing time.

How can changing the structure or phrasing of a prompt affect the outcome?

How can changing the structure or phrasing of a prompt affect the outcome?

What specific gases contribute to the greenhouse effect and how do they work?

How do human activities influence global warming and its repercussions?

Explain the scientific principles that drive the greenhouse effect, including the role of specific gases and their interactions with sunlight.

Discuss the correlation between deforestation, carbon dioxide levels, and the greenhouse effect.

Considering the importance of contextual information and specificity in crafting prompts for ChatGPT, which prompt would be the *most* effective in obtaining a detailed explanation of the scientific principles behind the greenhouse effect?

Considering the importance of contextual information and specificity in crafting prompts for ChatGPT, which prompt would be the most effective in obtaining a detailed explanation of the scientific principles behind the greenhouse effect?

provide overarching instructions or set context

force the AI to respond in a particular language

**(Fill in the blank.)** When crafting prompts, the system message in ChatGPT is used to ________.

(Fill in the blank.) When crafting prompts, the system message in ChatGPT is used to ________.

Asking the AI, "Tell me a story," and hoping to get a thrilling detective narrative.

Prompting the AI with, "Describe the universe in detail," expecting a concise overview.

Inquiring, "Write about a historical event," with the hope of learning about the Renaissance.

Requesting, "Write a ghost story set in a mansion," but leaving the characters and plot twist open to the AI's creativity.

Which scenario best illustrates the balance between specificity and openness in crafting prompts for an AI model like ChatGPT?

Which scenario best illustrates the balance between specificity and openness in crafting prompts for an AI model like ChatGPT?

The background information or circumstances surrounding a statement or question.

The length of the response given by the AI.

What does the term "context" refer to in prompt writing?

What does the term “context” refer to in prompt writing?

Always prioritize providing as much context as possible, even if it means making the prompt extremely lengthy.

Use minimal context to ensure the response remains broad and avoids any potential biases.

Start with a general prompt and then use iterative prompting to provide additional context based on the model's responses.

Limit context to only biasing information to guide the model's response in a specific direction.

Considering the discussed importance and challenges of using context in prompt writing for ChatGPT, which strategy best represents a balanced approach?

Considering the discussed importance and challenges of using context in prompt writing for ChatGPT, which strategy best represents a balanced approach?

Which tactic is specifically geared toward improving the accuracy and reliability of the information provided by GPT?

Which tactic is specifically geared toward improving the accuracy and reliability of the information provided by GPT?

Ask, "What's the Silk Road? Think step by step."

Ask the model to "think like a historian" and explain the Silk Road's importance, followed by a query on its economic impact.

Provide a snippet from a textbook about the Silk Road as a reference and request the model to detail its historical significance using the provided text.

Start by discussing modern trade routes, then divert to the topic of the Silk Road without providing any specific context.

You're aiming to get the most accurate and detailed response from ChatGPT about the historical significance of the Silk Road. Which approach would be the most effective based on the advanced techniques mentioned in the chapter?

You’re aiming to get the most accurate and detailed response from ChatGPT about the historical significance of the Silk Road. Which approach would be the most effective based on the advanced techniques mentioned in the chapter?

Quiz

Quiz

Check your understanding of crafting good prompts.

Introduction to OpenAI and ChatGPT

Crafting Prompts for ChatGPT

Practical Applications of ChatGPT

Advanced ChatGPT Usage

ChatGPT Assessment

Introduction to OpenAI API and Its Components

OpenAI Models

Generating Text Completions with OpenAI API

Advanced Model Usage: Fine-Tuning Models

Exploring Embeddings with the OpenAI API

Troubleshooting, Limitations, and Best Practices with OpenAI API

Real-World Applications of OpenAI API

Wrapping Up

Quiz on Prompts for ChatGPT