Vector Databases Courses and Certifications

Associate AI Engineer for Developers

Learn how to integrate AI into software applications using APIs and open-source libraries. Start your journey to becoming an AI Engineer today!

• DataCamp
• 1 day 2 hours
• Self-Paced
• Free Trial Available

Introduction to Embeddings with the OpenAI API

Unlock more advanced AI applications, like semantic search and recommendation engines, using OpenAI's embedding model!

• DataCamp
• 3 hours
• Self-Paced
• Free Trial Available

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
• Self-Paced
• Free Trial Available

Developing Applications with LangChain

Learn how to build impactful LLM applications, including RAG workflows and agentic systems, using the LangChain framework!

• DataCamp
• 9 hours
• Self-Paced
• Free Trial Available

End-to-End RAG with Weaviate

Master RAG with Weaviate! Embed text and images for retrieval, and experiment with vector, BM25, and hybrid search.

• DataCamp
• 2 hours
• Self-Paced
• Free Trial Available

The AI Engineer Path: Learn to Build generative AI-powered apps and advance your web development skills

Build apps powered by generative AI - an essential skill for product teams at startups, agencies, and large corporations. Learn about agents, RAG

• Scrimba
• 11 hours 24 minutes
• Self-Paced
• Paid Course

Learn RAG

Learn how to improve the accuracy and reliability of LLM-based apps by implementing Retrieval-augmented Generation (RAG) using embeddings and a v

• Scrimba
• 1 hour 34 minutes
• Self-Paced
• Paid Course

Free Intro to Mistral AI Tutorial: Learn to build intelligent apps in this course by Mistral AI and Scrimba

1 rating

Learn how to use the Mistral AI to build intelligent apps, all the way from simple chat completions to advanced use-cases like RAG and function c

• Scrimba
• 1 hour 24 minutes
• Self-Paced
• Free Online Course

WeAreDevelopers

Machine Learning Day: From Generative AI to Vector Databases

Explore cutting-edge Machine Learning topics with expert talks on multimodal generative AI, OpenAI embeddings, vector databases, and building products in the GenAI era.

• YouTube
• 4 hours 7 minutes
• Self-Paced
• Free Video

LLMOps Space

Advanced RAG: Chunking, Embeddings, and Vector Databases

Explore advanced RAG concepts: chunking for efficient retrieval, embeddings for text representation, and vector databases for optimized storage and retrieval in LLM applications.

• YouTube
• 50 minutes
• Self-Paced
• Free Video

AWS Events

Enhancing Search on AWS with AI, RAG, and Vector Databases - Level 300

Dive into advanced search enhancement techniques using AI, RAG, and vector databases on AWS, leveraging Amazon Bedrock, Aurora, and LangChain for improved user experiences and innovative solutions.

• YouTube
• 37 minutes
• Self-Paced
• Free Video

Optimize RAG with AI Agents and Vector Databases

Discover how AI agent systems and vector databases optimize RAG pipelines, improving query accuracy and context retrieval for smarter AI solutions that tackle complex challenges.

• YouTube
• 33 minutes
• Self-Paced
• Free Video

Discover AI

Building a Multi-AI System: Upgrading Vector Databases with BERT and GPT-4

Master building a cost-effective multi-AI system by integrating GPT-4 and BERT, transforming vector databases into interactive AI components with or without LangChain framework.

• YouTube
• 20 minutes
• Self-Paced
• Free Video

Kode Kloud

AI Agents Fundamentals - LLMs, LangChain, RAG, and Vector Databases

Master AI agent fundamentals from LLMs to RAG systems through hands-on labs. Build production-ready AI workflows with LangChain, vector databases, and advanced prompt engineering techniques.

• YouTube
• 57 minutes
• Self-Paced
• Free Video

Career Certificate

Foundations of Retrieval Augmented Generation (RAG) Systems

249 ratings at CodeSignal

Master RAG systems fundamentals: vector databases, semantic retrieval with embeddings, and building complete pipelines to enhance text generation accuracy.

• CodeSignal
• 4 hours
• Self-Paced
• Free Certificate
• 4 courses