Introduction to Retrieval Augmented Generation (RAG)
Completed by Muhammad Shoaib
December 19, 2025
3 hours (approximately)
Muhammad Shoaib's account is verified. Coursera certifies their successful completion of Introduction to Retrieval Augmented Generation (RAG)
What you will learn
Demonstrate Large Language Model capabilities in Natural Language based Automations.
Demonstrate the use of RAG Applications in a range of problems they can solve.
Use Vector Databases as a Storage Medium of Language Embeddings in RAG Applications.
Develop RAG Applications using LLM Frameworks, Models and Vector Databases.
Skills you will gain
- Category: Retrieval-Augmented Generation
- Category: Prompt Engineering
- Category: Vector Databases
- Category: OpenAI API
- Category: Token Optimization
- Category: AI Workflows
- Category: Agentic Workflows
- Category: Google Gemini
- Category: ChatGPT
- Category: Embeddings
- Category: LLM Application
- Category: Large Language Modeling
