Create Embeddings, Vector Search, and RAG with BigQuery
Completed by ANCHAL GUPTA
February 28, 2026
2 hours (approximately)
ANCHAL GUPTA's account is verified. Coursera certifies their successful completion of Create Embeddings, Vector Search, and RAG with BigQuery
What you will learn
Generate embeddings using the embedding models with BigQuery.
Perform vector search in BigQuery and understand its process.
Create a RAG (Retrieval Augmented Generation) pipeline with BigQuery.
Skills you will gain
- Category: Generative AI
- Category: LLM Application
- Category: AI Workflows
- Category: Google Gemini
- Category: AI Integrations
- Category: Retrieval-Augmented Generation
- Category: Embeddings
- Category: Vector Databases
- Category: Google Cloud Platform

