Retrieval Augmented Generation Courses and Certifications

Vector Databases for Embeddings with Pinecone

Discover how the Pinecone vector database is revolutionizing AI application development!

• DataCamp
• 3 hours
• On-Demand
• Free Trial Available

Building Generative AI-Powered Applications with Python

67 ratings at Coursera

Develop AI-powered applications using Python, including chatbots, image captioning, and voice assistants. Gain hands-on experience with LLMs, RAG technology, and popular frameworks like Langchain and Flask.

• Coursera
• 13 hours 52 minutes
• On-Demand
• Free Online Course (Audit)

Retrieval Augmented Generation (RAG) with LangChain

Learn cutting-edge methods for integrating external data with LLMs using Retrieval Augmented Generation (RAG) with LangChain.

• DataCamp
• 3 hours
• On-Demand
• Free Trial Available

Knowledge Graphs for RAG

26 ratings at Coursera

Learn to leverage knowledge graphs in RAG applications, enhancing LLM performance with structured data relationships, advanced querying, and comprehensive information retrieval techniques.

• Coursera
• 1 hour 30 minutes
• On-Demand
• Paid Course

Building Agentic RAG with LlamaIndex

16 ratings at Coursera

Learn to build intelligent research agents using LlamaIndex, enhancing data analysis with tool use, reasoning, and decision-making capabilities across multiple documents.

• Coursera
• 1 hour 30 minutes
• On-Demand
• Paid Course

Developing LLM Applications with LangChain

11 ratings at DataCamp

Discover how to build AI-powered applications using LLMs, prompts, chains, and agents in LangChain.

• DataCamp
• 3 hours
• On-Demand
• Free Trial Available

Fundamentals of AI Agents Using RAG and LangChain

12 ratings at Coursera

Explore RAG, prompt engineering, and LangChain to build AI agents. Gain hands-on experience with LLMs, develop applications, and complete a real-world project to boost your AI career.

• Coursera
• 6 hours 59 minutes
• On-Demand
• Free Online Course (Audit)

Edureka

Generative AI Architecture and Application Development

Explore generative AI architecture and applications, mastering LLMs, LangChain, RAG, and performance evaluation. Gain practical skills for innovative AI solutions across industries.

• Coursera
• 12 hours 41 minutes
• On-Demand
• Free Online Course (Audit)

Building Multimodal Search and RAG

Develop skills to build advanced AI systems that process and reason over multiple data types, enhancing search, RAG, and recommender capabilities with multimodal context.

• Coursera
• 1 hour 2 minutes
• On-Demand
• Paid Course

Developing Generative AI Solutions

Explore the generative AI lifecycle: from defining use cases to deploying models. Learn to select, improve, and evaluate foundation models for impactful business solutions.

• Coursera
• 1 hour 3 minutes
• On-Demand
• Free Online Course (Audit)

Advanced Retrieval for AI with Chroma

Enhance AI retrieval with advanced techniques: query expansion, cross-encoder reranking, and embedding adapters. Improve relevance and accuracy of retrieved information for more effective AI applications.

• Coursera
• 1 hour 3 minutes
• On-Demand
• Paid Course

Building Applications with Vector Databases

Explore six innovative applications using vector databases, from semantic search to anomaly detection, enhancing your ability to build powerful AI-driven tools with minimal coding.

• Coursera
• 1 hour 3 minutes
• On-Demand
• Paid Course

Prompt Compression and Query Optimization

Learn advanced techniques to optimize RAG applications: prefiltering, postfiltering, projection, reranking, and prompt compression. Hands-on exercises with MongoDB for efficient vector search and query processing.

• Coursera
• 1 hour 2 minutes
• On-Demand
• Paid Course

Vector Databases: from Embeddings to Applications

Explore vector databases, embeddings, and their applications in NLP, image recognition, and semantic search. Learn to build RAG applications and conduct fast searches in vast datasets.

• Coursera
• 1 hour 3 minutes
• On-Demand
• Paid Course

Getting Started with Mistral

Explore Mistral AI models, learn effective prompting, function calling, and RAG. Build a chat interface to leverage these powerful tools for various tasks from classification to advanced coding.

• Coursera
• 1 hour 30 minutes
• On-Demand
• Paid Course