LanceDB Courses and Certifications

Anyscale

Transforming Multimodal Data Management with LanceDB-Ray

Discover how LanceDB and Ray revolutionize multimodal AI development by enhancing data management for massive video and audio datasets, offering rapid indexing and targeted filtering for ML training.

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

Databricks

LanceDB - A Complete Search and Analytical Store for Serving Production-Scale AI Applications

Explore LanceDB, a unified system that handles vector search, KV workloads, and analytics for AI applications, eliminating the need for multiple data stores and reducing costs.

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

Anyscale

LLMs on Ray and LanceDB - Scaling Multimodal Pipelines and Native Ray APIs for LLM Inference

Explore how LanceDB and Ray combine to scale multimodal data pipelines and LLM inference, featuring insights on zero-cost schema evolution, batch processing, and online inference with Ray Serve LLM.

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

AI Engineer

The Hierarchy of Needs for Training Dataset Development

Discover practical lessons in dataset construction for LLMs and multimodal AI, including data platform strategies and LanceDB solutions for large-scale training data management.

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

The Art of Production Quality Retrieval

Master production-quality retrieval systems for AI applications, covering search methods, result combination, feature generation, and performance measurement strategies.

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

The Post-Modern Data Stack for AI - Open Source Foundations for a Multimodal Lakehouse

Explore open source foundations for building a post-modern data stack designed for AI and multimodal lakehouse architectures in this keynote presentation.

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

MLOps World: Machine Learning in Production

From Text to Video - A Unified Multimodal Data Lake for Next-Generation AI

Explore how LanceDB and Character AI build unified multimodal data lakes, streamlining text, video, and audio analytics while reducing infrastructure complexity and costs.

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

The ASF

Lance - The Data Format for the Frontiers of Multimodal AI

Discover Lance, the cutting-edge data format revolutionizing multimodal AI storage and processing for next-generation applications.

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

Conf42

LanceDB: An Open-Source Serverless Vector Database in Rust

Explore LanceDB, an open-source serverless vector database in Rust. Learn its history, applications in text-to-image recommendations, vector indexing challenges, and in-process database capabilities.

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

Databricks

Building a Production Scale, Totally Private, OSS RAG Pipeline with DBRX, Spark, and LanceDB

Discover how to create a secure, scalable AI pipeline using open-source tools DBRX, Spark, and LanceDB. Learn to implement private generative AI solutions for enterprises without compromising data security or performance.

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

Anyscale

Scaling Multimodal Data Curation with Ray and LanceDB

Discover how Netflix and LanceDB transform massive multimodal dataset curation using Ray for distributed processing and LanceDB for high-performance storage and querying.

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

Data Science Dojo

Building Flexible RAG Systems - RAG Retriever Optimization with LanceDB

Discover how to build and optimize RAG retrievers using LanceDB for high-performing Retrieval-Augmented Generation systems with hands-on strategies and practical implementation techniques.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

Highly Scalable AI Search Engine and AI Data Lake With Kubernetes and LanceDB

Discover how to build hyper-scalable AI applications using LanceDB with Kubernetes, unifying vector search, feature retrieval, and SQL analytics in one system for 10X better cost-efficiency.

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

CMU Database Group

Lance: A Modern Columnar Data Format - ML⇄DB Seminar Series

Explore Lance, a modern columnar data format, and its applications in database systems and machine learning workflows.

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

AI Engineer

Scaling Enterprise-Grade RAG - Lessons from Legal Frontier

Discover how to build enterprise-grade RAG systems for legal domains, covering sparse/dense retrieval methods, domain-specific reranking, and handling real-world query ambiguity.

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