Coursera Project Network
Programmatic Prompting with OpenAI: Refining and Filtering
Coursera Project Network

Programmatic Prompting with OpenAI: Refining and Filtering

Taught in English

Some content may not be translated

Angelo Paolillo

Instructor: Angelo Paolillo

Included with Coursera Plus

Guided Project

Learn, practice, and apply job-ready skills with expert guidance

Intermediate level

Recommended experience

2 hours
Learn at your own pace
No downloads or installation required
Only available on desktop
Hands-on learning

What you'll learn

  • Generate different text styles and quality of responses with prompting through OpenAI API

  • Modulate the generated responses via parameters such as top_p, frequency penalty, presence penalty and best_of

  • Adjust prompting and filter data based on users information using API parameters

Details to know

Shareable certificate

Add to your LinkedIn profile

Recently updated!

November 2023

Guided Project

Learn, practice, and apply job-ready skills with expert guidance

Intermediate level

Recommended experience

2 hours
Learn at your own pace
No downloads or installation required
Only available on desktop
Hands-on learning

See how employees at top companies are mastering in-demand skills

Placeholder

Learn, practice, and apply job-ready skills in less than 2 hours

  • Receive training from industry experts
  • Gain hands-on experience solving real-world job tasks
  • Build confidence using the latest tools and technologies
Placeholder

About this Guided Project

Learn step-by-step

In a video that plays in a split-screen with your work area, your instructor will walk you through these steps:

  1. Experiment with OpenAI parameters

  2. Generate movie reviews with prompting, top_p and frequency penalty parameters

  3. Demonstrate your ability to generate text and refine it with advanced parameters

  4. Generate movie reviews with prompting, presence penalty and best_of parameters

  5. Adapt the response to the user

  6. Demonstrate your ability to generate text based on users information

  7. Filter data based on users information via OpenAI

  8. Refine and filter a music collection database

Recommended experience

An OpenAI account and API key with foundational knowledge of OpenAI

Foundational knowledge of Python, HTML and Javascript

7 project images

Instructor

Angelo Paolillo
Coursera Project Network
49 Courses247,708 learners

Offered by

How you'll learn

  • Skill-based, hands-on learning

    Practice new skills by completing job-related tasks.

  • Expert guidance

    Follow along with pre-recorded videos from experts using a unique side-by-side interface.

  • No downloads or installation required

    Access the tools and resources you need in a pre-configured cloud workspace.

  • Available only on desktop

    This Guided Project is designed for laptops or desktop computers with a reliable Internet connection, not mobile devices.

Why people choose Coursera for their career

Felipe M.
Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."
Jennifer J.
Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."
Larry W.
Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."
Chaitanya A.
"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."

New to Software Development? Start here.

Placeholder

Open new doors with Coursera Plus

Unlimited access to 7,000+ world-class courses, hands-on projects, and job-ready certificate programs - all included in your subscription

Advance your career with an online degree

Earn a degree from world-class universities - 100% online

Join over 3,400 global companies that choose Coursera for Business

Upskill your employees to excel in the digital economy

Frequently asked questions