Vector Search Courses and Certifications

USENIX

Achieving Low-Latency Graph-Based Vector Search via Aligning Best-First Search Algorithm with SSD

Discover PipeANN, an innovative on-disk graph-based system that dramatically reduces vector search latency by aligning best-first algorithms with SSD characteristics for billion-scale datasets.

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

Data Science Dojo

Introduction to Vector Search and Vector Databases with Weaviate - Part 2

Master vector search fundamentals, from similarity calculations to HNSW algorithms, and implement practical solutions using Weaviate, including hands-on demos with Wikipedia dataset integration.

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

AICamp

AI-driven Language Processing with Vector Search Using Apache Cassandra

Discover how to implement vector search in Apache Cassandra for semantic data retrieval, enabling natural language queries and context-aware information extraction.

• YouTube
• 1 hour 19 minutes
• On-Demand
• Free Video

AICamp

Real-time Product Recommendations with Vector Search and Generative AI

Discover how to build high-performing product recommendation systems using vector search, generative AI, and distributed databases for e-commerce applications.

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

AI Engineer

Vector Search Benchmarking - How to Build Meaningful Benchmarks for Your Use Case

Discover how to create meaningful vector search benchmarks beyond marketing hype, covering common pitfalls, unique challenges, and building tailored evaluations for your specific use case.

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

Qdrant - Vector Database & Search Engine

Vector Search with Gemini Embedding and Open EmbeddingGemma Models

Explore Google DeepMind's Gemini Embedding and EmbeddingGemma models for vector search, covering task controls, dimensionality options, and production deployment strategies.

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

Open Compute Project

Efficient AI Serving at Scale - Processing Near Memory Acceleration for LLMs and Vector Search

Discover how processing near memory acceleration optimizes LLM and vector search performance for efficient AI serving at enterprise scale.

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

AWS Events

Revolutionize Search Applications for Generative AI Using Vector Search

Discover how vector search enhances generative AI applications through Amazon OpenSearch Service, enabling more accurate, context-aware search results and personalized user experiences.

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

The ASF

Vector Search at Uber - Implementing and Scaling KNN Search with Apache Lucene

Explore Uber's implementation of Vector Search using Apache Lucene, enabling semantic search and Gen AI support. Learn about HNSW algorithm integration, live vector updates, and scalability optimizations.

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

Data Science Conference

Under the Hood: Key Algorithms Powering Vector Search - HNSW, LSH, and PQ

Dive into fundamental algorithms like HNSW, LSH, and PQ that power vector search and AI-driven databases, exploring their technical mechanisms and practical applications.

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

OpenSource Connections

Training High Quality Embedding Models for Production Vector Search

Master practical techniques for training and optimizing embedding models for production-ready vector search, covering data quality, loss functions, and efficient updating strategies.

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

OpenSource Connections

Exploring Vector Search at Scale with Milvus - Building Billion-Scale Solutions

Explore vector search at billion-scale through Milvus, understanding distributed systems architecture, indexing strategies, and scalability solutions for unstructured data processing.

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

Qdrant - Vector Database & Search Engine

Vector Search for Content-Based Video Recommendation

Discover how to implement vector search for video recommendations using Qdrant, exploring practical applications, system architecture, and performance optimization techniques for high-scale platforms.

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

All Things Open

A Deep Dive into Vector Search Technology and Tools

Explore vector search technology through practical demonstrations of ClickHouse, OpenSearch, and PGVector, learning how AI models convert text to vectors for enhanced contextual search capabilities.

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

Qdrant - Vector Database & Search Engine

Mastering Relevance in Search - AI-Powered Search Technologies and Vector Database Applications

Explore search relevance mastery with AI-powered techniques, vector search, RAG optimization, and evaluation methods from industry experts Doug Turnbull and Trey Grainger.

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