Vector Databases 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

Vector Databases: An Introduction with Chroma DB

16 ratings at Coursera

Explore vector databases, their role in AI-powered searches, and gain hands-on experience with Chroma DB for similarity searches and recommendation systems.

• Coursera
• 4 hours 17 minutes
• On-Demand
• Free Online Course (Audit)

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

Vector Database Capstone Project

Implement ChromaDB vector databases for AI recommendation systems through guided and final projects, showcasing your skills in similarity searches and NLP algorithms.

• Coursera
• 4 hours 31 minutes
• On-Demand
• Free Online Course (Audit)

Vector Database Projects: AI Recommendation Systems

Develop AI-powered recommendation systems using vector databases, Chroma DB, and Hugging Face models. Create food ordering and job search projects to showcase your skills in this high-growth field.

• Coursera
• 5 hours 8 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

Vector Database Fundamentals

Learn vector database fundamentals using Chroma DB, MongoDB, PostgreSQL, and Cassandra to build AI-powered applications like recommendation engines and similarity searches.

• Coursera
• On-Demand
• Paid Course
• 4 courses

Vector Embeddings Tutorial – Create an AI Assistant with GPT-4 & Natural Language Processing

2 reviews

Create an AI assistant using vector embeddings, GPT-4, and NLP. Learn about text embeddings, their applications, and practical implementation with OpenAI, databases, and Langchain.

• freeCodeCamp
• On-Demand
• Free Video

Vector Databases & Embeddings for Developers

27 ratings at Pluralsight

Dive into the world of advanced data handling with vector databases and embeddings. This course will teach you how to efficiently index, retrieve, and manage complex data types enhancing your development skills for modern applications.

• Pluralsight
• 31 minutes
• On-Demand
• Free Trial Available

Pinecone

Pinecone Vercel Starter Template and RAG - Live Code Review Part 2

Explore Retrieval Augmented Generation in a production app using TypeScript and Next.js. Learn about document splitting, embedding, context injection, and UI design for improved relevance and auditability.

• YouTube
• 34 minutes
• On-Demand
• Free Video

The Rise of Vector Databases - Lessons from the Milvus Community

Explore vector databases, their rise in managing unstructured data, and insights from Milvus. Learn about embeddings, production use cases, challenges, and future developments in this emerging field.

• YouTube
• 26 minutes
• On-Demand
• Free Video

AI-Powered Vector Search Engine Weaviate - Introduction and Demo

Explore Weaviate, an AI-powered vector search engine for unstructured data, featuring scalar search, graph connections, and modular architecture for advanced data retrieval.

• YouTube
• 38 minutes
• On-Demand
• Free Video

Evolution of Milvus Cloud-Scalable Vector Database

Explore the development and capabilities of Milvus, a cloud-scalable vector database, with insights from Zilliz experts on its evolution and applications.

• YouTube
• 40 minutes
• On-Demand
• Free Video

Pinecone

The Rise of Vector Data

Explore vector data, databases, and similarity search in this insightful presentation, featuring a demo and practical examples for leveraging advanced data structures.

• YouTube
• 24 minutes
• On-Demand
• Free Video

Docker

Building a Petabyte-Scale Vector Store - Powering Future AGI

Gain insights for planning and scaling AI applications effectively, focusing on petabyte-scale vector stores to power future artificial general intelligence.

• YouTube
• 48 minutes
• On-Demand
• Free Video

Milvus Vector Database - Unlocking the Future of Open Source Vector Databases

Explore Milvus, a high-performance cloud-native vector database. Learn its history, architecture, unique features, and real-world applications in RAG, recommendation systems, and molecular search.

• YouTube
• 30 minutes
• On-Demand
• Free Video