Preprocessing Unstructured Data for LLMs and RAG Systems
Completed by Vishnu E
February 28, 2025
5 hours (approximately)
Vishnu E's account is verified. Coursera certifies their successful completion of Preprocessing Unstructured Data for LLMs and RAG Systems
What you will learn
Master techniques for preprocessing unstructured data for LLMs and RAG systems.
Extract and normalize data from complex document types like PDFs and HTML.
Implement semantic similarity and metadata extraction using vector databases.
Build a RAG system to dynamically interact with your preprocessed data.
Skills you will gain
- Category: LLM Application
- Category: Embeddings
- Category: Retrieval-Augmented Generation
- Category: Application Frameworks
- Category: LangChain
- Category: Data Quality
- Category: Vector Databases
- Category: Vision Transformer (ViT)
