Skill pathway
Retrieval Augmented Generation
Artificial Intelligence
Building retrieval pipelines for grounded AI answers.
Why employers ask for Retrieval Augmented Generation
We're still mapping the Australian careers that ask for Retrieval Augmented Generation. 1 of the job listings currently on SkillHarbour name it as a requirement.
Where to learn Retrieval Augmented Generation
Start here (beginner)
Microsoft Learn
Introduction to retrieval-augmented generation concepts
Packt
Retrieval Augmented Generation
Google Cloud
Prompt Design, Grounding, and RAG with Vertex AI
IBM
Building AI Agents and Agentic Workflows
Alberta Machine Intelligence Institute
Generative AI Fundamentals
KodeKloud
Generative AI Engineering with OpenAI API and AWS Models
Microsoft Learn
AI concepts for developers and technology professionals
Google Cloud
Gemini in BigQuery
Packt
Machine Learning and Generative AI for Marketing
Google Cloud
Multimodal Retrieval Augmented Generation (RAG) using the Vertex AI Gemini API
Packt
Building AI Agents with LLMs, RAG, and Knowledge Graphs
Edureka
LLM Engineering: Prompting, Fine-Tuning, Optimization & RAG
Packt
AI & LLM Engineering Mastery - GenAI, RAG Complete Guide
Packt
LLMs in Enterprise
Meta
Building Generative AI Apps with Llama
Coursera
Microservices Architecture for AI Systems
Microsoft
Microsoft Generative and Agentic AI Basics
Edureka
Mastering Claude AI: Prompting, APIs, RAG, and MCP
Edureka
DeepSeek AI: From Fundamentals to Applications
Edureka
Building AI Agents with OpenAI
Packt
Harnessing LLMs & Text-Embeddings API with Google Vertex AI
Coursera
Open Generative AI: Build with Open Models and Tools
Coursera
AI Techniques, Causal Inference & Business Optimization
IBM
IBM RAG and Agentic AI
Packt
Generative AI with LangChain
Board Infinity
Mastering DeepSeek.ai: From Fundamentals to Advanced Skills
Go further
freeCodeCamp.org
n8n Tutorial – Zero to Hero Course
OpenAI Academy
Build with Retrieval-Augmented Generation
Microsoft Learn
Develop generative AI apps in Azure
Microsoft Learn
Develop AI agents on Azure
Microsoft Learn
Build knowledge-enhanced AI agents with Foundry IQ
Microsoft Learn
Optimize generative AI model performance with Microsoft Foundry
Microsoft Learn
Implement AI capabilities in database solutions
Microsoft Learn
Build production-grade multi-agent capabilities with Microsoft Foundry
Microsoft Learn
Build AI Apps with Azure Database for PostgreSQL
Microsoft Learn
Implement Generative AI engineering with Azure Databricks