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Using VLOOKUP to Perform a Lookup in Google Sheets
How do I use the VLOOKUP function to perform a lookup in Google Sheets?
How to Use INDEX and MATCH Functions to Perform a Lookup in Google Sheets
How do I use the INDEX and MATCH functions to perform a lookup in Google Sheets?
Using SUMIFS and COUNTIFS Functions in Google Sheets
How do I use the SUMIFS and COUNTIFS functions in Google Sheets?
How to Use the COUNTIF Function in Google Sheets
How do I use the COUNTIF function in Google Sheets?
How to Use the SUMIF Function in Google Sheets
How do I use the SUMIF function in Google Sheets?
Create an Input Message for Data Validation in Google Sheets
How do I create an input message for data validation in Google Sheets?
Creating a Warning Message for Invalid Data in Google Sheets
How do I create a warning message for invalid data in Google Sheets?
How to Clear Data Validation for Cells in Google Sheets
How do I clear data validation for cells in Google Sheets?
Create a Custom Data Validation Rule in Google Sheets
How do I create a custom data validation rule in Google Sheets?
Creating Length and Text Validation for Cells in Google Sheets
How do I create a length or text validation for cells in Google Sheets?
Creating a Whole Number or Decimal Validation for Cells in Google Sheets
How do I create a whole number or decimal validation for cells in Google Sheets?
Creating Date or Time Validation for Cells in Google Sheets
How do I create a date or time validation for cells in Google Sheets?
Creating a Drop-Down List for Data Validation in Google Sheets
How do I create a drop-down list for data validation in Google Sheets?
Create a Custom Formula for Data Validation in Google Sheets
How do I create a custom formula for data validation in Google Sheets?
How to Set Data Validation for Cells in Google Sheets
How do I set data validation for cells in Google Sheets?
Using the IMPORT Function in Google Sheets
How do I use the IMPORT functions in Google Sheets?
Using the QUERY Function in Google Sheets: A Guide
How do I use the QUERY function in Google Sheets?
How to Use INDEX and MATCH Functions in Google Sheets
How do I use the INDEX and MATCH functions in Google Sheets?
How to Use VLOOKUP Function in Google Sheets
How do I use the VLOOKUP function in Google Sheets?
Using the IF Function in Google Sheets
How do I use the IF function in Google Sheets?
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.”


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.