Vector Search Courses and Certifications

CMU Database Group

Qdrant: Open Source Vector Search Engine and Vector Database

Explore Qdrant, an open-source vector search engine and database. Learn its architecture, capabilities, and applications in machine learning and information retrieval.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

Google Cloud Tech

BigQuery Vector Search and Embedding Generation for Semantic Analysis

Unlock semantic search with BigQuery: transform unstructured data into embeddings, enabling powerful analysis and connections beyond traditional keyword searches.

• YouTube
• 10 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

Advanced Vector Search Techniques

Unlock advanced vector search methods including RAG optimization, recommendation systems, semantic caching, and chatbot development using Qdrant, LangChain, and OpenAI.

• YouTube
• 1 hour 35 minutes
• On-Demand
• Free Video

James Briggs

Question Answering in NLP - Extractive and Abstractive QA with Vector Search

Dive into question-answering techniques in NLP, covering extractive and abstractive QA, long-form QA with Haystack, and building Q&A AI systems and reader models in Python.

• YouTube
• 2 hours 29 minutes
• On-Demand
• Free Video

Large Language Models (LLMs) and Retrieval Augmented Generation (RAG)

5 ratings at Udacity

Master LLMs and RAG to build sophisticated text generation applications with prompt engineering, vector databases, and performance evaluation using RAGAS framework.

• Udacity
• 17 hours
• On-Demand
• Paid Course

End-to-End RAG with Weaviate

Master RAG with Weaviate! Embed text and images for retrieval, and experiment with vector, BM25, and hybrid search.

• DataCamp
• 2 hours
• On-Demand
• Free Trial Available

Building Generative AI Applications for Data Insights on Azure

1 rating at Udacity

Master Azure OpenAI services to build AI applications that extract valuable data insights using RAG, prompt engineering, and vector search techniques.

• Udacity
• 8 hours
• On-Demand
• Paid Course

벡터 검색 및 임베딩

Vertex AI 벡터 검색과 대규모 언어 모델 API를 활용한 검색 애플리케이션 구축 방법을 학습합니다. 강의, 데모, 실습을 통해 벡터 검색과 텍스트 임베딩의 개념과 실제 적용을 익힙니다.

• Coursera
• 4 hours 18 minutes
• On-Demand
• Paid Course

矢量搜索和嵌入

探索Vertex AI Vector Search，学习使用嵌入和大语言模型API构建高效搜索应用。通过讲座、演示和实操，掌握矢量搜索和文本嵌入技术。

• Coursera
• 4 hours 18 minutes
• On-Demand
• Paid Course

Pesquisa vetorial e embeddings

Aprenda a criar aplicativos de pesquisa avançados usando Vertex AI Vector Search e embeddings de LLMs. Inclui teoria, demonstrações práticas e laboratório hands-on.

• Coursera
• 4 hours 18 minutes
• On-Demand
• Paid Course

Recherche vectorielle et embeddings

Découvrez comment créer des applications de recherche avancées avec Vertex AI Vector Search et les API LLM pour les représentations vectorielles, à travers des leçons théoriques et pratiques.

• Coursera
• 4 hours 18 minutes
• On-Demand
• Paid Course

ベクトル検索とエンベディング

Vertex AIを活用し、大規模言語モデルAPIを用いたベクトル検索とエンベディングの概念と実践を学びます。検索アプリケーション構築のデモとハンズオンラボを通じて実用的なスキルを習得できます。

• Coursera
• 4 hours 18 minutes
• On-Demand
• Paid Course

Penelusuran Vektor dan Embedding

Pelajari cara membangun aplikasi penelusuran menggunakan Vertex AI Vector Search dan API model bahasa besar untuk embedding, dengan materi konseptual dan demo praktis.

• Coursera
• 3 hours 48 minutes
• On-Demand
• Paid Course

Data Science Dojo

Unlock the Power of Embeddings with Vector Search - Future of Data & AI - Data Science Dojo

Explore embeddings and vector search for unstructured data analysis. Learn to build semantic text and reverse image search systems using Milvus, with real-world applications and best practices.

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