Synapse Espresso: Generate test data for your Azure Synapse Environment with OpenAI GPT-3 in Spark!

Welcome to the 25th episode of our Synapse Espresso series!

In this video, Thomas joins Stijn to show how we can generate test data using the Azure OpenAI GPT-3 from within Spark in Synapse Analytics. GPT-3 is a natural language AI model and it's able to understand text that you feed into it and then generate now text based on your input. We showcase how you can generate a dataset using the prompts available through OpenAI. We will create a single dataset into a dataframe, and multiple dataframes that have a relationship with each other enabling you to build specific test data for your own environment.

SynapseML: https://microsoft.github.io/SynapseML/

What is Azure OpenAI? https://learn.microsoft.com/en-us/azure/cognitive-services/openai/overview

Thomas Costers - Cloud Solution Architect Data & AI
https://www.linkedin.com/in/thomas-costers-3442b059/

Stijn Wynants - Fasttrack Engineer
https://www.linkedin.com/in/stijn-wynants-ba528660/
https://sql-stijn.com/
https://twitter.com/SQLStijn

Видео Synapse Espresso: Generate test data for your Azure Synapse Environment with OpenAI GPT-3 in Spark! канала Azure Synapse Analytics