Qdrant Courses and Certifications

Qdrant - Vector Database & Search Engine

Getting Started with Qdrant - Introduction to Vector Database and Similarity Search

Master vector similarity search using Qdrant to build semantic search and recommendation systems through hands-on practice with sample datasets and practical implementations.

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

Qdrant - Vector Database & Search Engine

Qdrant Essentials - Complete Vector Database and Search Engine Course

Master vector database fundamentals and build advanced search applications with Qdrant's comprehensive hands-on training covering embeddings, indexing, and hybrid search techniques.

• YouTube
• 4 hours 27 minutes
• Self-Paced
• Free Video

Qdrant - Vector Database & Search Engine

Building the Ultimate Hybrid Search with Qdrant - A Hands-on Tutorial

Master advanced semantic search techniques by transforming dense embedding pipelines into hybrid systems with Qdrant's latest features, including ColBERT models and universal search endpoints.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

Qdrant - Vector Database & Search Engine

Building a Semantic Search App for Music Using Qdrant Cloud

Learn to develop a semantic search application using Qdrant Cloud's Python SDK to efficiently search through thousands of songs across different music genres.

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

Qdrant - Vector Database & Search Engine

Music Recommendation System with Qdrant Vector Search and Audio Embeddings

Learn to build a music recommendation engine using Qdrant's vector search capabilities, audio embeddings, and metadata to create personalized song suggestions.

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

Qdrant - Vector Database & Search Engine

Image Classification with Qdrant Vector Semantic Search for Medical Diagnosis

Learn to build an image-based semantic search engine for skin condition diagnosis using Qdrant, covering embedding generation and vector database implementation.

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

Qdrant - Vector Database & Search Engine

Natural Language Processing with Qdrant for Vector Similarity Search

Master vector similarity search using Qdrant to create embeddings from text data, perform contextual searches, and build recommendation systems for enhanced natural language processing applications.

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

Qdrant - Vector Database & Search Engine

Qdrant Vector Database and Search Engine Implementation in Rust

Dive into vector database technology with Qdrant, exploring its architecture, implementation in Rust, and applications in similarity search, matching, and recommendations systems.

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

Qdrant - Vector Database & Search Engine

Embeddings and Similarity Search with Qdrant Vector Database

Explore vector embeddings and similarity search concepts through hands-on demonstrations using Qdrant database, with practical examples for implementing efficient search solutions.

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

Qdrant - Vector Database & Search Engine

Beyond LLMs: Building Smarter Search with Superlinked and Qdrant

Explore how to build advanced search systems beyond LLMs using Superlinked and Qdrant vector database technologies for more intelligent information retrieval.

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