Vector Embeddings Courses and Certifications

Packt

Getting Started with Vector Databases and AI Embeddings

Unlock vector databases and AI embeddings to build smarter AI systems with semantic search, recommendation engines, and RAG applications through hands-on practice.

• Coursera
• 4 hours 24 minutes
• On-Demand
• Paid Course

Coursera Microcredential

Vector DB Foundations, Embeddings & Search Algorithms

Master vector databases, embeddings, and semantic search algorithms to build advanced retrieval systems and multimodal search applications with hands-on Python projects.

• Coursera
• 4 weeks, 10 hours a week
• On-Demand
• Paid Course

Document Processing and Retrieval with LangChainGo

Unlock document intelligence with LangChainGo by loading, splitting, embedding documents and performing similarity searches to create context-aware AI responses.

• CodeSignal
• 2 hours
• On-Demand
• Free Certificate

Vector Search and Embeddings

Learn how to build powerful search applications with LLM APIs for embeddings using Vertex AI Vector Search. Explore vector search concepts, watch practical demos, and apply your skills in a hands-on lab.

• edX
• 1 week, 1-2 hours a week
• On-Demand
• Free Online Course (Audit)

Securing GenAI Systems

631 ratings at Udemy

GEN AI TOP 10 OWSAP : Protect GenAI Apps: Secure Every Step from Data to Inference with Real-World Tools

• Udemy
• 5 hours
• On-Demand
• Paid Course

Vector Search and Embeddings

Explore Vertex AI Vector Search and text embeddings to build advanced search applications with large language models, including hands-on demos and practical implementation.

• Google Skills
• 4 hours
• On-Demand
• Paid Course

Create Embeddings, Vector Search, and RAG with BigQuery

Explore how to build a Retrieval Augmented Generation (RAG) solution in BigQuery to reduce AI hallucinations through embeddings, vector search, and improved answer generation.

• Google Skills
• 2 hours
• On-Demand
• Paid Course

RAG in Azure with OpenAI and ChatGPT LLM model

482 ratings at Udemy

Extending LLM models using Azure services and tools

• Udemy
• 1 hour 10 minutes
• On-Demand
• Paid Course

RAG with Azure OpenAI (AI Search, CosmosDB, GraphRAG & more)

256 ratings at Udemy

Work with Azure AI Search, CosmosDB, Neo4js, Azure OpenAI and Content Understanding with Multi-Modal RAG

• Udemy
• 13 hours 26 minutes
• On-Demand
• Paid Course

Mistral AI Development: AI with Mistral, LangChain & Ollama

147 ratings at Udemy

Learn AI-powered document search, RAG, FastAPI, ChromaDB, embeddings, vector search, and Streamlit UI (AI)

• Udemy
• 2 hours 4 minutes
• On-Demand
• Paid Course

AI-Powered E-Commerce App with .NET 9, Angular 20 & RAG

124 ratings at Udemy

Build a full-stack AI-enabled store with Semantic Search, Chatbot, and RAG integration using .NET 9, Angular 20 & Azure

• Udemy
• 10 hours 38 minutes
• On-Demand
• Paid Course

Amazon Bedrock : Generative AI, AI Agents, MCP, EVALs, RAG

118 ratings at Udemy

Knowledge Base, AI Agents, Prompts, MCP, EVALs,Cyber Security, Open Sources Frameworks, CrewAI, 3 Use-Cases, CLAUDE

• Udemy
• 8 hours 14 minutes
• On-Demand
• Paid Course

The Complete Generative AI for Research and Development

54 ratings at Udemy

Master Generative AI for Research and Development and learn Prototype creation, optimization and Many More!

• Udemy
• 1 hour 15 minutes
• On-Demand
• Paid Course

Packt

AI Enhancement with Knowledge Graphs - Mastering RAG Systems

Master the integration of Knowledge Graphs with RAG systems to enhance AI capabilities, covering Neo4j implementation, vector embeddings, and end-to-end project development for improved contextual understanding.

• Coursera
• 5 hours 50 minutes
• On-Demand
• Paid Course

Pragmatic AI Labs

Advanced RAG

Master cutting-edge RAG techniques to enhance LLM applications. Learn embedding strategies, document processing, and advanced retrieval methods for building high-performance AI solutions in enterprise environments. 10 hands-on labs and exercise to "learn…

• edX
• 4 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)