Skip to main content

Optimizing GPT Prompts for Data Science

This training will aid you in optimizing your personal usage of ChatGPT and when developing powered GPT applications.
Aug 2, 2023
Code along with us onCode Along

Have you received lackluster responses from ChatGPT? Before solely attributing it to the model's performance, have you considered the role your prompts play in determining the quality of the outputs? GPT models have showcased mind-blowing performance across a wide range of applications. However, the quality of the model's completion doesn't solely depend on the model itself; it also depends on the quality of the given prompt.

The secret to obtaining the best possible completion from the model lies in understanding how GPT models interpret user input and generate responses, enabling you to craft your prompt accordingly.

By leveraging the OpenAI API, you can systematically evaluate the effectiveness of your prompts. In this live training, you will learn how to enhance the quality of your prompts iteratively, avoiding random trial and error and putting the engineering into prompt engineering for improved AI text-generation results. This training will aid you in optimizing your personal usage of ChatGPT and when developing powered GPT applications.

Key Takeaways:

  • Learn the principles of good prompting engineering when using ChatGPT and the GPT API
  • Learn how to standardize and test the quality of your prompts at scale
  • Learn how to moderate AI responses to ensure quality
Topics
Related

cheat-sheet

ChatGPT Cheat Sheet for Data Science

In this cheat sheet, gain access to 60+ ChatGPT prompts for data science tasks.

Tutorial

A Guide to Using ChatGPT For Data Science Projects

Learn how to use ChatGPT in a real-life end-to-end data science project. We will use it for project planning, data analysis, data preprocessing, model selection, hyperparameter tuning, developing a web app, and deploying it on the Spaces.
Abid Ali Awan's photo

Abid Ali Awan

11 min

code-along

Prompt Engineering with GPT & LangChain

Learn prompt engineering best practices while using ChatGPT to analyze the sentiment of financial news headlines and Reddit comments.
Olivier Mertens's photo

Olivier Mertens

code-along

A Beginner's Guide to Prompt Engineering with ChatGPT

Explore the power of prompt engineering with ChatGPT.
Adel Nehme's photo

Adel Nehme

code-along

ChatGPT Prompt Engineering for Beginners

In this webinar, you'll get ideas for incorporating ChatGPT into your workflows and learning the basics of writing good prompts.
Adel Nehme's photo

Adel Nehme

code-along

Using ChatGPT's Advanced Data Analysis

In this session, you'll see how to use this tool to combine the text-writing skills of ChatGPT with the power of Python to perform some data analysis and machine-learning workflows.
Richie Cotton's photo

Richie Cotton

See MoreSee More