DeepBrew 2.0 - Starbucks Enterprise Managed ML Platform
Plataforma empresarial para operacionalizar soluciones de IA/ML a escala, con automatización, servicios gestionados y mejores prácticas. Utiliza Databricks, MLflow, Azure y herramientas de monitoreo para un desarrollo eficiente.
Neuralake - Complex Data, Simple Systems
Explore Neuralake: a multimodal data lake for managing complex neural data. Learn about its Rust-based stack, real-time ingestion, and scalable architecture for efficient data access and retrieval.
Building File-Based Applications with Unity Catalog Volumes
Discover Unity Catalog Volumes for managing diverse data formats, enabling scalable file-based applications with unified governance and versatile APIs for AI and ingestion use cases.
New Features of Apache Spark 3.5 - In-Depth Analysis
Explore Apache Spark 3.5's advancements: Spark Connect, DeepSpeed integration, performance optimizations, new PySpark and SQL features for enhanced big data processing and AI capabilities.
Make Generative AI Work - Best Practices from Data Leaders
Data leaders discuss implementing generative AI, sharing real-world experiences, challenges, and strategies. Learn to bridge the gap from concept to deployment, break down data silos, and build a data culture embracing AI's transformative power.
Delta Sharing - Unlocking Data Value for Partners and Customers
Explore Delta Sharing's capabilities for secure, flexible data exchange across organizations, featuring real-world applications from Nasdaq and Health Catalyst to drive innovation and value.
Managing Databricks Costs: Lowering TCO and Increasing ROI
Aprenda estratégias para otimizar custos e aumentar o retorno sobre investimento em big data, incluindo ferramentas de visibilidade, atribuição de custos e controles para evitar surpresas orçamentárias.
Best Practices to Manage Databricks Clusters at Scale to Lower Costs
Discover strategies to optimize Databricks cluster management, reduce costs, and improve infrastructure efficiency. Learn from industry experiences and explore automated solutions for enhanced performance.
Delta Lake Meets DuckDB via Delta Kernel
Explore Delta kernel rust's integration with DuckDB, enhancing Delta support in third-party connectors. Learn about architecture, implementation, and performance through demos and benchmarks.
Unity Catalog Migration in Europe's Top Supermarket Chain
Explore a leading European retailer's transition to Unity Catalog, addressing challenges and strategies for large-scale migration while maintaining operational continuity and enhancing data governance.
Path to Production - Databricks Project CICD for Seamless Inner to Outer Dev Loops
Explore Databricks Asset Bundles for seamless project development, from inner to outer loops. Learn workflow authoring and productionization using Github Actions and Azure Pipelines, adhering to DevOps best practices.
Unit Tests - Overcoming Challenges in Structured Streaming
Discover effective strategies for unit testing streaming jobs, addressing challenges like long-running processes and third-party dependencies to improve data quality and code reliability.
Databricks Streaming - Project Lightspeed Goes Hyperspeed
Explore ultra low-latency data processing advancements, new stateful processing capabilities, and the future of streaming pipelines. Learn how to deliver real-time data for top AI use cases across industries.
How Data Observability Keeps Riot Games' Data Quality in Another League
Riot Games leverages data observability to ensure high-quality data for millions of gamers. Learn how they built a robust Databricks Lakehouse architecture and used Monte Carlo to scale data reliability efficiently.
Architectural Overview of Atlassian's Next-Generation Data Lakehouse
Discover Atlassian's innovative data lakehouse redesign, exploring account structures, workbench environments, Unity Catalog integration, and declarative approaches for enhanced data management and ML governance.
How to Create a Holistic Customer View to Drive Performance and Revenue
Discover Graphite: a unified app for querying content lifecycle data, offering real-time insights into revenue streams using Databricks technologies and natural language querying for transformative data interaction.
Practitioners Guide to Leveraging Serverless Compute on Databricks
Simplify workloads with serverless compute on Databricks: eliminate cluster setups, enhance start times, optimize resources, and improve reliability while maximizing cost-efficiency and performance.
Successfully Migrating a Snowflake Data Warehouse to the Databricks Data Intelligence Platform
Learn strategies for migrating from Snowflake to Databricks, including methodology, technical approaches, automation tools, and best practices. Gain insights from real-world case studies on data, ELT pipeline, and warehouse migration.
Big Data Visualization in Public Health - Optimizing Respiratory Illness Dashboard with Databricks
Explore CDC's enhanced big data processing for public health visualizations, optimizing respiratory illness monitoring through efficient data management and accelerated insight delivery.
Empowering Generative AI with Databricks and AMD
Explore GPU hardware's role in generative AI, AMD's advancements, and Databricks' solutions for scalable model training, deployment, and governance while ensuring data privacy and cost-effectiveness.
State-of-the-Art Retrieval Augmented Generation at Scale in Spark NLP
Efficient scaling of RAG systems using Spark NLP: pre-processing, embedding calculation, post-processing, and integration with LangChain and HayStack for production-grade LLM systems.