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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Video

Qdrant - Vector Database & Search Engine

From Massive Text Streams to Searchable Knowledge with Apache Kafka and Qdrant

Discover how to build 24/7 pipelines transforming unstructured text streams into searchable knowledge using Apache Kafka, Qdrant vector database, and scalable embedding generation techniques.

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

Qdrant - Vector Database & Search Engine

Qdrant Essentials - Build a Movie Recommendation Engine

Discover how to build a movie recommendation engine using Qdrant vector database in this hands-on tutorial covering essential search and recommendation techniques.

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

Qdrant - Vector Database & Search Engine

Qdrant x Haystack - Build Smarter Recommenders with Agentic Search

Discover how to build intelligent recommendation systems using Qdrant vector database and Haystack framework through agentic search techniques in this 24-minute tutorial.

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

Qdrant - Vector Database & Search Engine

Qdrant Essentials - Creating Vectors and Embeddings for Vector Search in Qdrant

Discover how to create vectors and embeddings for efficient vector search using Qdrant database technology in this essential 18-minute tutorial.

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

Qdrant - Vector Database & Search Engine

Qdrant Essentials - Chunking Data for Better Vector Search Results

Master data chunking techniques to optimize vector search performance and improve retrieval accuracy in Qdrant database systems.

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