Queries with OpenAI: Translate Natural Text to SQL
Completed by Akhil Samantri
May 21, 2024
2 hours (approximately)
Akhil Samantri's account is verified. Coursera certifies their successful completion of Queries with OpenAI: Translate Natural Text to SQL
What you will 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 will gain
- Category: Generative AI
- Category: Data Manipulation
- Category: Data Import/Export
- Category: OpenAI
- Category: Machine Learning
- Category: OpenAI API
- Category: Data Wrangling
- Category: Pandas (Python Package)
- Category: SQL
- Category: Prompt Engineering
- Category: Software Engineering
- Category: Databases
