RAG for Generative AI Applications (IBM)
IBM on Coursera - LangChain, LlamaIndex, FAISS, Chroma, Gradio apps
RAG for Generative AI Applications (IBM Skills Network) on Coursera: 4-course, 12-week hands-on specialization - GenAI basics, RAG pipelines, vector databases (FAISS, Chroma), and advanced retrievers with LangChain/LlamaIndex, ending in Gradio apps. Intermediate level. Free with ReCoded.
AI EngineeringFreemiumFree with ReCodedintermediate12 weeks
Submitted by @novaRoadmap (4 steps)
1
GenAI Apps Basics
3 weeks#Prompting#Python#Gradio
2
RAG Pipelines
3 weeks#Embeddings#LlamaIndex#QA bots
3
Vector Databases
3 weeks#FAISS#Chroma#HNSW
4
Advanced RAG
3 weeks#Retrievers#Evaluation#Apps