State Reader API: The New "Statestore" Data Source for Structured Streaming
Explore Databricks' State Reader API for accessing and analyzing Structured Streaming's internal state data, aiding development and troubleshooting of stateful workloads in Apache Spark 4.0.0.
Many Model Forecasting in Real-Time with Databricks Online Store
Learn real-time forecasting techniques using Spark, Delta, and Databricks' latest features. Explore model fitting, monitoring, and serving strategies for efficient, large-scale predictions across various scenarios.
Easily Test Models in Databricks with Foundation Model APIs and AI Playground
Explore Databricks' Foundation Model APIs for GenAI projects: access LLMs, image generation, and new features. Live demo shows integration with OpenAI SDK in notebooks for quick idea validation.
Delta Lake for Polyglot Data and Machine Learning Workloads
Explore Delta Lake's power for data streams, analysis, and ML workloads. Learn about data quality monitoring, efficient job management, and leveraging Delta for auto-ML models and Spark Structured Streaming.
Reskilling Data Talent in the Era of Generative AI
Explore Accenture's approach to evolving data and AI roles, circular pathways, and the changing landscape of data platforms. Learn about new skills needed for data architects and governance experts in the era of generative AI.
Streamlined Monitoring of Databricks Workflows with Deloitte
Discover Deloitte's Automated Workflow Monitoring solution for Databricks, offering streamlined tracking of data engineering pipeline statuses with minimal overhead and a simplified view, built on Databricks' SDK and SQL dashboards.
Simulating the Superbowl: Real-Time ML to Predict the NFL
Explore DraftKings' real-time ML system for NFL predictions, featuring Monte Carlo simulations and ensemble models. Learn about their MLOps pipelines and how Databricks accelerates development.
GenAI-Enabled Co-Pilots for Data Management on Databricks Platform
Explore how GenAI co-pilots accelerate data modernization for enterprises, enhancing efficiency in data management and operations while maintaining value in strategic transformations.
Delta Tensor: Efficient Vector and Tensor Storage in Delta Lake
Efficient tensor storage solution for machine learning workflows, using chunking and sparse encoding to reduce IO costs and improve storage efficiency in cloud-native Lakehouse environments.
Development and Deployment of Generative AI with NVIDIA
Discover how to rapidly develop and deploy enterprise-scale generative AI solutions using microservices, leveraging NVIDIA NIM and AI software for tailored business applications.
Building Applications with Databricks SDK for Go
Explore how Databricks SDK for Go enhances application development, simplifies deployment, and improves packaging. Learn from examples like Databricks CLI and Labs Watchdog for efficient data analytics workflows.
Developing Data Pipelines with Branch Deployments - A New Approach
Explore a new approach to data pipeline development using branch deployments, enabling safer testing on production data and improving productivity, data reliability, and cost-efficiency.
Harness the Power of GenAI for Business with Databricks and Dataiku
Unlock GenAI potential for business users with Databricks and Dataiku. Learn to scale AI projects, collaborate on model building, and streamline deployment for enterprise-wide innovation and future-ready AI solutions.
Architecture Analysis for ETL Processing - CPU vs GPU
Explore GPU acceleration for ETL operations, comparing CPU and GPU architectures. Learn about performance gains in database operations and SQL query acceleration using GPUs.
Driving Data Transformation in the AI Era with Databricks and Microsoft Fabric
Explore data transformation challenges and solutions in the AI era, focusing on overcoming data silos, accelerating insights, and building critical foundations for AI ambition with Databricks and Microsoft Fabric.
Democratize Data Discovery and Data Insight with the Databricks Platform
Explore how democratizing data insights enhances decision-making, fosters data-driven culture, and accelerates innovation. Learn about Catalog Explorer, Data Lineage, and AI-powered data insights in Databricks Unity Catalog.
Efficient Near Real-Time Event Ingestion using DLT - Insights and Lessons
Explore Nextdoor's shift to near-real-time streaming with DLT, enabling quick event querying for analysis and monitoring while reducing costs. Learn about challenges, lessons, and optimization techniques.
Building Better Data Quality with IBM Data Fabric and Databricks
Explore IBM's Data Fabric solutions for enhancing data quality in Databricks environments. Learn about continuous observability, job design, data transformation, and advanced lineage views to improve AI and data workloads.
Reactive to Preventive: Managing Fraud with Databricks, OpenCV, and GenAI
Transformación de detección de fraude reactiva a preventiva en tiempo real utilizando IA, visión por computadora y análisis de datos avanzados para mejorar la precisión y velocidad en la industria de seguros.
Generative AI - The Trust Factor We Can't Ignore
Explore the critical role of trust in Generative AI adoption, focusing on ethical principles, data governance, and security. Learn how Databricks' tools enable responsible AI development and implementation.
Integrating Informatica Cloud Data Integration with Databricks Unity Catalog
Integrate Informatica Cloud with Databricks Unity Catalog for enhanced data quality, lineage tracking, and analytics. Learn to configure Databricks connectors in Informatica for seamless data ingestion and transformation.