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Create unique and engaging data analysis with ChatGPT, a pre-trained language model by OpenAI for generating high-quality and accurate content.
6 Strategic ChatGPT Prompts: Developing sales forecasting models
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6 Proven ChatGPT Prompts: Generating white papers
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6 Innovative ChatGPT Prompts: Crafting case studies
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6 Innovative ChatGPT Prompts: Developing lead nurturing reporting frameworks
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6 Advanced ChatGPT Prompts: Writing market research summaries
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6 Expert ChatGPT Prompts: Conducting market research data analysis
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6 Proven ChatGPT Prompts: Writing market research reports
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6 Expert ChatGPT Prompts: Crafting monthly sales summaries
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6 Innovative ChatGPT Prompts: Developing pipeline reports
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6 Advanced ChatGPT Prompts: Creating sales performance reports
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6 Advanced ChatGPT Prompts: Identifying High-Performing Affiliates
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Identifying Customer Behavior Trends and Patterns for Data-driven Marketing Strategy
Using data analysis and machine learning, how can we identify trends and patterns in customer behavior to inform our marketing strategy for [product/service]?
Using Google Sheets Principal Component Analysis (PCA) to Analyze Data
How do I use the Google Sheets principal component analysis (PCA) to analyze data?
Creating a System for Organizing and Analyzing Data
How can I create a system for organizing and analyzing data?
How Can Machine Learning Improve Website Performance and Increase Conversions?
How can machine learning improve our website's performance and increase conversions?
Use SUMIFS and COUNTIFS Functions to Analyze Data and Return a Percentage Result
Write me an excel command to use the SUMIFS and COUNTIFS functions together to analyze data based on multiple criteria and return a result as a percentage
Generating an Opinion about the Content of an Excel Command for Pivot Tables
Write me an excel command to use the Pivot Table to summarize and analyze large amounts of data
Using Google Sheets Factor Analysis to Analyze Data
How do I use the Google Sheets factor analysis to analyze data?
Analyzing Data with Google Sheets Decision Tree Analysis
How do I use the Google Sheets decision tree analysis to analyze data?
Analyzing Data with Google Sheets Monte Carlo Simulation
How do I use the Google Sheets Monte Carlo simulation to analyze data?
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.