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.
Introduction to DBRX and Shutterstock ImageAI Foundation Models
Explore Databricks' foundational models like DBRX, their capabilities, and applications. Learn to leverage these models for enhanced data analytics and machine learning projects across industries.
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 Migrating to Unity Catalog Unlocked the Diageo Data Roadmap
Discover how Diageo leveraged Databricks' Unity Catalog to centralize data, implement a lakehouse architecture, and unlock new opportunities in their data roadmap, including simplified hub-and-spoke model implementation.
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.
Building a Metric Store for Consistent Data Analytics
Explore Databricks' journey in building a Metric Store, solving data inconsistencies, and unlocking advanced analytics capabilities for unified, forecasted, and explainable metrics across the organization.
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.
Scaling MLOps to Retrain 50k Weekly Models in Parallel Using UDFs
Discover how to scale MLOps for high-frequency retraining of 50k models weekly using Databricks, MLflow, and Pandas UDFs. Learn best practices for experiment tracking, code consistency, and handling data volatility at scale.
Introduction to Mosaic AI - Simplifying GenAI Development with Databricks
Explore Mosaic AI's tools for streamlining GenAI application development, deployment, and management. Learn best practices for efficient AI project creation on a secure Data Intelligence platform.
Rise of the Medallion Mesh - Innovative Data Architecture Solutions
Explore innovative data architecture solutions combining Medallion and Data Mesh patterns to enhance productivity, democratize data access, and ensure scalable, efficient data management in large organizations.
Accelerating Operational Excellence with Generative AI - Implementing RAG for Customer Service Efficiency
Discover how a financial company implemented RAG to enhance customer service, exploring architecture, data pipelines, innovations, and optimization strategies for transforming operations with Generative AI.
Comprehensive Guide to Mosaic AI - Getting GenAI Apps to Production on Databricks
Explore Mosaic AI for efficient GenAI app development on Databricks. Learn design, maintenance, and integration techniques through practical demonstrations to streamline your AI projects.
Designing a Copilot for Data Transformation with Spark and SQL
Explore the design of an AI copilot for data transformation, focusing on unique challenges and solutions to enhance productivity. Includes demos and insights on LLM applications in programming.
Unified Data and AI Governance - Accelerating Your Path to Unity Catalog
Accelerate digital transformation with unified data and AI governance using Unity Catalog. Learn how to manage platform objects, remove barriers, and achieve AI ambitions at enterprise scale.
Building High-Quality and Trusted Data Products with Databricks
Learn to create production-ready, high-quality data products using Databricks. Explore lifecycle requirements, challenges, and best practices to establish a trustworthy foundation for AI and data-driven initiatives.
Simplifying Lakehouse Observability - Databricks Key Design Goals and Strategies
Explore Databricks' Lakehouse Observability approach, integrating tools for monitoring and optimizing data and AI workflows to support scalable, data-driven applications.