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The Series Finale of Online Education: Coursera Acquires Udemy

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Databases
Vector Databases
Qdrant

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Qdrant Courses and Certifications

Build vector databases and similarity search applications using Qdrant for recommendation systems, semantic search, and AI-powered solutions. Learn through hands-on YouTube tutorials covering music recommendations, image classification, and enterprise implementations with Python, Rust, and cloud deployment.

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Qdrant - Vector Database & Search Engine
Qdrant Essentials - Sparse Vector Explanation and Usage

Discover how to implement and utilize sparse vectors in Qdrant for efficient vector database operations and search functionality.
- YouTube
- 13 minutes
- On-Demand
- Free Video
Qdrant - Vector Database & Search Engine
Qdrant Essentials - Ingest Billions of Vectors into Qdrant for Large-Scale Applications

Master ingesting billions of vectors into Qdrant for large-scale applications with essential techniques and best practices in this 15-minute tutorial.
- YouTube
- 15 minutes
- On-Demand
- Free Video
Qdrant - Vector Database & Search Engine
Qdrant x LlamaIndex - Advanced RAG Patterns and Agent Workflows

Discover advanced RAG patterns and agent workflows using Qdrant vector database with LlamaIndex for sophisticated AI applications.
- YouTube
- 13 minutes
- On-Demand
- Free Video
Qdrant - Vector Database & Search Engine
Qdrant x Tensorlake - Improve Collection Querying with Knowledge Graphs

Discover how to enhance vector database querying by integrating knowledge graphs with Qdrant and Tensorlake for more intelligent search capabilities.
- YouTube
- 10 minutes
- On-Demand
- Free Video
Qdrant - Vector Database & Search Engine
Qdrant Essentials - Increase Search Relevance with Sparse Vectors in Qdrant

Master sparse vector retrieval in Qdrant through hands-on demos covering collection setup, similarity queries, and hybrid search techniques for enhanced relevance.
- YouTube
- 31 minutes
- On-Demand
- Free Video
Qdrant - Vector Database & Search Engine
Agentic PubMed Navigator using Vector Search and GraphRAG with Qdrant and Neo4j

Discover how to build an AI-powered biomedical research assistant using vector search and GraphRAG with Qdrant and Neo4j for navigating PubMed literature effectively.
- YouTube
- 13 minutes
- On-Demand
- Free Video
Qdrant - Vector Database & Search Engine
Modernizing Legacy Search with Semantic Retrieval in the AI Era - Qdrant vs Elastic Demo

Discover how to modernize legacy search systems using semantic retrieval and vector databases, comparing Qdrant vs Elasticsearch with hands-on ecommerce demos.
- YouTube
- 58 minutes
- On-Demand
- Free Video
Qdrant - Vector Database & Search Engine
Hybrid Search in Legal AI with Qdrant and n8n

Discover how to build an end-to-end hybrid retrieval pipeline for legal AI using Qdrant vector database and n8n automation, combining BM25 and dense embeddings for enhanced search.
- YouTube
- 28 minutes
- On-Demand
- Free Video
Qdrant - Vector Database & Search Engine
Score Boosting and Decay Functions in Qdrant - Business Logic in Vector Search

Discover how to implement score boosting and decay functions in Qdrant to apply custom business logic, prioritize proximity, and handle data staleness in vector search applications.
- YouTube
- 12 minutes
- On-Demand
- Free Video
Qdrant - Vector Database & Search Engine
GraphRAG with Qdrant and Neo4j - Combining Vector Search and Knowledge Graphs

Explore advanced Retrieval-Augmented Generation by combining vector search capabilities with graph-based relationships for building more intelligent AI applications.
- YouTube
- 11 minutes
- On-Demand
- Free Video
Qdrant - Vector Database & Search Engine
Maximizing Qdrant Cloud Free Tier: A Performance Analysis with Gatling

Explore performance optimization techniques for Qdrant Cloud Free Tier using Gatling, analyzing throughput, response times, and resource utilization for vector search applications.
- YouTube
- 1 hour 9 minutes
- On-Demand
- Free Video
Qdrant - Vector Database & Search Engine
How Deutsche Telekom Scaled an Enterprise Multi-Agent Platform with Qdrant, Powering 2M+ Conversations

Discover how Deutsche Telekom built LMOS, a scalable multi-agent platform using Qdrant that processes over 2M conversations and reduced agent development time from 15 to 2 days across their European operations.
- YouTube
- 1 hour 2 minutes
- On-Demand
- Free Video
Qdrant - Vector Database & Search Engine
Building Video Recommendations with Twelve Labs and Qdrant

Explore how to build a content recommendation app using Twelve Labs Embed API for extracting multimodal video embeddings and Qdrant for fast semantic retrieval and searching based on actual video content.
- YouTube
- 45 minutes
- On-Demand
- Free Video
Qdrant - Vector Database & Search Engine
What's New in Qdrant 1.14: Reranking, Indexing, and Performance Boosts

Discover the key features of Qdrant 1.14 with Luis Cossío, including score-boosting reranking, incremental HNSW indexing, and parallelized batch queries that enhance performance and developer control.
- YouTube
- 30 minutes
- On-Demand
- Free Video
Qdrant - Vector Database & Search Engine
Using MCP to Orchestrate AI Agents with OpenAI SDK, AugmentCode, and Qdrant

Explore how to leverage Model Context Protocols (MCP) to connect AI coding tools like AugmentCode with OpenAI's Agents SDK, using Qdrant for vector search capabilities.
- YouTube
- 1 hour 14 minutes
- On-Demand
- Free Video

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