# tutorials

> Browse 8 items tagged with tutorials.

## Items

- [Building Applications with Vector Databases](https://vectordb.ever.works/items/building-applications-with-vector-databases) — DeepLearning.AI course teaching six practical vector database applications using Pinecone, including RAG for LLMs, recommender systems, and hybrid search combining images and text.
- [GraphAcademy Knowledge Graph and GraphRAG Course](https://vectordb.ever.works/items/graphacademy-knowledge-graph-and-graphrag-course) — Free online courses from Neo4j GraphAcademy teaching how to build RAG systems on knowledge graphs. Covers fundamentals of combining graph databases with vector search for more accurate and explainable AI applications.
- [Vector Database Fundamentals (Coursera)](https://vectordb.ever.works/items/vector-database-fundamentals-coursera) — IBM's comprehensive specialization providing job-ready vector database skills in one month, covering foundational knowledge for LLM-powered AI similarity searches, available for free enrollment.
- [Image Retrieval in the Wild](https://vectordb.ever.works/items/image-retrieval-in-the-wild) — A CVPR 2020 tutorial on large-scale image retrieval in unconstrained environments, including methods and system considerations for vector-based image search relevant to vector database and ANN applications.
- [Neural Search in Action](https://vectordb.ever.works/items/neural-search-in-action) — A CVPR 2023 tutorial that demonstrates neural search systems in practice, including vector representations, similarity search, and scalable retrieval architectures closely related to vector databases.
- [Mastering Multimodal RAG](https://vectordb.ever.works/items/mastering-multimodal-rag) — A course focused on mastering multimodal Retrieval Augmented Generation (RAG) and embeddings, which are fundamental components often stored and managed by vector databases.
- [ACL 2023 Tutorial: Retrieval-Based Language Models and Applications](https://vectordb.ever.works/items/acl-2023-tutorial-retrieval-based-language-models-and-applications) — This ACL 2023 tutorial reviews retrieval-based language models, which often rely on vector databases and vector search systems to retrieve relevant context. The tutorial covers methods and applications central to the use of vector databases in modern NLP systems.
- [XiaomingX/awesome-vector-database](https://vectordb.ever.works/items/xiaomingxawesome-vector-database) — A curated directory of resources, tools, tutorials, and libraries dedicated to vector databases, focusing on efficient data retrieval, similarity search, and machine learning applications.

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