Duet AI in Google Cloud - code assistance in BigQuery

Google Cloud Tech · Beginner ·👁️ Computer Vision ·2y ago

Key Takeaways

Duet AI in Google Cloud provides code assistance in BigQuery, enabling users to generate SQL or Python code for tasks like customer segmentation using natural language and integrating with Vortex AI for generative AI capabilities.

Full Transcript

now here I am in my brand new bigquery studio a unified workbench for all our data services I open a notebook from here to do an analysis we're going to build a marketing campaign here and right there I am in my bigquery notebook attached my data set to the notebook and I'm generating code with the help of duet AI to segment my customers into 10 different segments and to plot them and I generate this code using natural language and I have the code that is clustering using k-means clusters into 10 different clusters it's also trying to plot that information for us now you see here in green we have our most frequent orders and then in Orange we have got customers who do not order with us and haven't ordered with us in a long time now this function right here is the cool part we this is bigquery and Vortex AI integration and now you can directly connect to Palm to our lodge language model do some prompt engineering and generate these emails and there we have all of our emails generated using the power of generative Ai and bigquery right here

Original Description

Duet AI can easily create SQL or Python code to do things like customer segmentation in BigQuery Studio. Learn more about Duet AI in Google Cloud, check our web page: https://goo.gle/3ZMxR2Z. Subscribe to Google Cloud Tech → https://goo.gle/GoogleCloudTech
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Learn how to use Duet AI in Google Cloud to generate code for customer segmentation and integrate with Vortex AI for generative AI capabilities. This video demonstrates the use of natural language to generate SQL or Python code in BigQuery Studio.

Key Takeaways
  1. Open a notebook in BigQuery Studio
  2. Attach a dataset to the notebook
  3. Generate code using natural language with Duet AI
  4. Use k-means clustering for customer segmentation
  5. Integrate with Vortex AI for generative AI capabilities
  6. Generate emails using prompt engineering
💡 Duet AI can be used to generate code for complex tasks like customer segmentation using natural language, making it easier for users to work with data in BigQuery.

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