Ever wanted to seamlessly translate natural language into actionable insights from your data? This Guided Project was created to help learners develop the skillset necessary to utilize OpenAI GPT to generate complex SQL queries from natural language prompts to elicit insights against a real sql database.
Queries with OpenAI: Translate Natural Text to SQL
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Learn, practice, and apply job-ready skills with expert guidance
Intermediate level
Recommended experience
2 hours
Learn at your own pace
Hands-on learning
What you'll learn
Load data from CSV file and convert to local Pandas dataframe to ready for interaction
Create SQL-like table definition prompt based on dataframe columns to have a local database to query
Construct GPT prompt to retreive an SQL query to run against our database to extract insights from our data
Skills you'll practice
Details to know
Shareable certificate
Add to your LinkedIn profile
Taught in English
No downloads or installation required
Only available on desktop
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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:
Install libraries and configure OpenAI API
Load and inspect data from CSV
Create in-memory SQLite database and table from data
Craft SQL prompt for OpenAI API
Use prompt to generate SQL query and execute against database
Recommended experience
Python, ChatGPT API, Jupyter Notebooks, SQL
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Instructor
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.
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Frequently asked questions
By purchasing a Guided Project, you'll get everything you need to complete the Guided Project including access to a cloud desktop workspace through your web browser that contains the files and software you need to get started, plus step-by-step video instruction from a subject matter expert.
Because your workspace contains a cloud desktop that is sized for a laptop or desktop computer, Guided Projects are not available on your mobile device.
Guided Project instructors are subject matter experts who have experience in the skill, tool or domain of their project and are passionate about sharing their knowledge to impact millions of learners around the world.