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Create unique and engaging best with ChatGPT, a pre-trained language model by OpenAI for generating high-quality and accurate content.

Best Practices for Incorporating Formative Assessment into Daily Instruction

What are some best practices for incorporating formative assessment into daily instruction?

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What's the best advice you've ever received?

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Best Practices for Writing and Maintaining Unit Tests for [Language] Codebase

Recommend best practices for writing and maintaining unit tests for a [language] codebase.

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Best Practices for Leading and Managing a Language Development Team

Share best practices for leading and managing a [language] development team.

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Adapting [source language] Code Snippets to [Target Language] Following Best Practices

Adapt the following [source language] code snippet to [target language] while adhering to [target language's best practices]: [code snippet].

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Propose Changes to Code Snippet for Better Coding Practices

Propose changes to the given [language] code to adhere to [coding style or best practices]: [code snippet].

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Reviewing and Suggesting Improvements for Language Code Snippet: Best Practices

Review the following [language] code for best practices and suggest improvements: [code snippet].

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What is a good spam complaint rate for email marketing?

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Best Practices for Using Personalization to Create More Effective Email Referral Programs

What are the best practices for using personalization to create a more effective email referral program?

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Best Practices for Using Personalization to Improve Email Subscriber Engagement

What are the best practices for using personalization to improve the engagement of my email subscribers?

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Best Practices for Using Personalization to Create a Sense of Community with Subscribers

What are the best practices for using personalization to create a sense of community with my subscribers?

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Best Practices for Email Deliverability in International Email Campaigns

How can I use email deliverability best practices for international email campaigns?

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Email Deliverability Best Practices for Email Automation

How can I use email deliverability best practices for email automation?

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Using Email Deliverability Best Practices for Trigger-Based Emails

How can I use email deliverability best practices for trigger-based emails?

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How to Use Email Deliverability Best Practices to Avoid Email Blocks

How can I use email deliverability best practices to ensure my emails are not blocked by anti-virus or anti-malware software?

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How to Use Email Deliverability Best Practices to Avoid Firewall Blocks

How can I use email deliverability best practices to ensure my emails are not blocked by firewalls or other security measures?

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Generating an Opinion on Email Deliverability Best Practices

How can I use email deliverability best practices to ensure my emails are formatted correctly for all email clients?

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Best Practices for Email Deliverability and Accessibility for People with Disabilities

How can I use email deliverability best practices to ensure my emails are accessible for people with disabilities?

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Optimizing Email Deliverability for Mobile-Friendliness

How can I use email deliverability best practices to ensure my emails are mobile-friendly?

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Best Practices for Sending Commercial Emails

What are some best practices for sending commercial emails?

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What is “prompt engineering”?

A “prompt” is the input that guides a generative AI model to generate useful outputs. Generative AI tools like ChatGPT, GPT, DALL·E 2, Stable Diffusion, Midjourney, etc. all require prompting as their input.

In a natural language processing (NLP) context, “prompt engineering” is the process of discovering inputs that yield desirable or useful results. As is the story with any processes, better inputs yield better outputs; or commonly said another way “garbage in, garbage out.”

![Source: https://www.youtube.com/watch?v=1NQWJjgi-_k

Designing effective and efficient prompts will increase the likelihood of receiving a response that is both favorable and contextual. With a good prompt, you can spend less time editing content and more time generating it.

Going from beginner → advanced prompt engineer

As companies like PromptBase arise around the idea that the prompt is the “secret sauce” to using generative AI, prompt engineering could easily become the “career of the future.” But, any generative AI user can become an “advanced” prompt engineer. Here’s how

Spend time with the tools

The more time you spend asking ChatGPT questions and receiving responses, the better your idea will be of various prompting approaches and their individual strengths and weaknesses
Use Open AI’s GPT playground to perform interactive trial and error with variations in your prompt, model, temperature and top_p values (uniqueness of answer, i.e. creativity), and more available within the UI itself.

Become a prompt researcher instead of engineer

If you’re already a subject matter expert in something, consider figuring out how to apply your personal skills to generating the best prompts in your field
For example, if you’re an expert in SEO, what questions do you ask yourself when creating SEO strategies? How can you translate this knowledge into better prompts to generate the same level of output with AI?

Become a prompt researcher instead of engineer

The term prompt engineer glosses over the idea that prompt formulation takes hypothesizing, research, result measurement, and repetition. Instead, approach prompting like a research project.
Try as many different variations and formulations of your prompt as possible. One problem can have hundreds of solutions and one solution can have hundreds of approaches. The same can be said of prompting.