Vector Databases Courses and Certifications

Qdrant - Vector Database & Search Engine

Teaching Vector Databases at Scale

Discover how vector databases are being integrated into university curricula and online learning platforms, with insights on implementing RAG patterns and scaling database education.

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

DevOpsDays Tel Aviv

Leveraging Vector Databases for Advanced Search

Dive into vector databases, embedding techniques, and advanced search algorithms, exploring AWS solutions for implementing efficient vector-based search systems and quantization methods.

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

Conf42

Unleashing the Potential of Cloud Native Open Source Vector Databases

Explore cloud native open source vector databases, focusing on Milvus. Learn advanced features, practical applications, setup processes, and community resources for leveraging this powerful technology.

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

Conf42

Vector Databases 101 - How Do They Work?

Explore vector databases' functionality, applications, and architecture. Learn about similarity search, indexing techniques, and real-world use cases in machine learning and AI.

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

Chunking and Storing Text for Efficient LLM Processing

Master text chunking techniques and vector storage methods to optimize large document processing for LLM applications like search and retrieval systems.

• CodeSignal
• 1 hour
• Self-Paced
• Free Certificate

Scaling up RAG with Vector Databases in Java

Master vector database integration for RAG systems in Java through document preprocessing, ChromaDB storage, semantic retrieval with filters, and multi-chunk prompt engineering.

• CodeSignal
• 2 hours
• Self-Paced
• Free Certificate

Scaling up RAG with Vector Databases using JavaScript

Discover how to build scalable RAG systems using JavaScript and vector databases, from document chunking to ChromaDB integration and intelligent retrieval strategies.

• CodeSignal
• 2 hours
• Self-Paced
• Free Certificate

Scaling up RAG with Vector Databases in Rust

Master vector database implementation in Rust to build scalable RAG systems with ChromaDB, document chunking, embedding storage, and advanced retrieval strategies.

• CodeSignal
• 2 hours
• Self-Paced
• Free Certificate

Scaling up RAG with Vector Databases

1 rating

Discover how to scale RAG systems with vector databases, from preprocessing documents to managing embeddings in ChromaDB, with strategies for efficient retrieval and prompt construction.

• CodeSignal
• 1 hour
• Self-Paced
• Free Certificate

Master Vector Database with Python for AI & LLM Use Cases

1897 ratings at Udemy

Learn Vector Database using Python, Pinecone, LangChain, Open AI, Hugging Face and build out AI, ML , Chat applications

• Udemy
• 8 hours 51 minutes
• Self-Paced
• Paid Course

Credential

Vector Database Fundamentals

74 ratings at Coursera

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

• Coursera
• 4 weeks, 5 hours/week
• Self-Paced
• Paid Course
• 4 courses

Vector Database Projects: AI Recommendation Systems

14 ratings at Coursera

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
• 6 hours 3 minutes
• Self-Paced
• Paid Course

Coursera Credential

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/week
• Self-Paced
• Paid Course

Coursera

Grasp Vector DB Basics

Discover how vector databases enable semantic search and AI applications through embeddings, similarity-based retrieval, and strategic decision-making for modern data solutions.

• Coursera
• 1 hour 43 minutes
• Self-Paced
• Paid Course

Coursera

Deploy Vector DBs Securely

Unlock enterprise-grade deployment skills for vector databases with Docker containerization, TLS encryption, RBAC security, and Grafana monitoring for production environments.

• Coursera
• 1 hour 58 minutes
• Self-Paced
• Paid Course