Variant Data Type - Making Semi-Structured Data Fast and Simple
Introducing Variant data type for efficient semi-structured data processing in lakehouse architecture, offering schema flexibility and improved performance over string parsing.
Democratizing Data and AI with Databricks and Salesforce Data Cloud
Explore zero-copy integration between Data Cloud and Databricks to simplify processes and deliver personalized customer experiences. Learn to leverage ML models for enhanced customer engagement.
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.
How to Cook Good AI Products with Data from Your Enterprise Warehouse
Aprenda a criar conjuntos de dados de referência específicos para sua empresa usando dados existentes, melhorando a avaliação e o desempenho de modelos de IA generativa em cenários do mundo real.
Petabyte-Scale Data Management with Mercedes, Databricks SQL and Plotly Resampler
Efficient solution for managing petabytes of data using serverless SQL warehouses, combining Mercedes' tech with Databricks Platform and Plotly Resampler for high-performance analytics and real-time insights.
Taking Good Flight with Reliable Data at American Airlines
American Airlines' data modernization journey: Enhancing efficiency, scalability, and reliability through cloud transition and data observability, leading to reduced downtime and faster insights for the world's largest airline.
Unlocking the Lakehouse with Efficient Data Pipelines - Capital One's Journey
Explore Capital One's data-driven transformation using Databricks Lakehouse, featuring efficient data pipelines, Delta Lake, and best practices for building a centralized data ecosystem.
Introducing the New Python Data Source API for Apache Spark
Simplify big data processing with Python in Apache Spark™. Learn key features of the new Data Source API, enabling custom data source implementation without Scala knowledge. Discover benefits for Python developers in Spark ecosystem.
Processing a Trillion Rows Per Day with Delta Lake at Adobe
Scaling data processing at Adobe: managing thousands of Delta tables, handling terabytes daily, and powering marketing scenarios across platforms. Insights on writer scaling, concurrency control, and maintenance.
LLM-Powered BI: Turn Unstructured Data into Actionable Insights
Discover how The Jordan Company modernized its business with AI and Databricks, enabling self-service data analysis and automating tasks like term sheet summarizations for improved capital markets decision-making.
Streaming Cross-Sectional Data Visualization with Perspective and Spark
Explore real-time data visualization using Perspective and Spark Streaming. Learn to build high-performance, interactive applications for analyzing streaming data in various industries.
Unleashing the Potential of Unstructured Data with LLMs and Databricks
Explore how the North Dakota University System leverages LLMs and Databricks to extract insights from unstructured data, creating an AI portal for staff and students.
MLOps and AI Governance in Healthcare - Providence's Use Case
Providence's journey implementing MLOps and AI governance in healthcare, showcasing a robust framework for safe and equitable AI expansion, including model marketplace, deployment, and risk management.
Managing Cost for Data and AI Workloads with Databricks on AWS
Optimize data and AI workload costs on AWS using Databricks. Learn global usage tracking, value measurement, and governance practices to enhance efficiency and reduce operational expenses.
AI-Powered FinTech - AR Forecasting with Databricks and MLFlow
Automate AR forecasting with CICD pipelines, Azure cloud, and MLflow. Learn to deploy infrastructure, ML notebooks, and monitoring dashboards for efficient financial predictions without prior cloud experience.
Securely Running Databricks on AWS for Public Sector and Regulated Industries
Explore secure Databricks deployment on AWS for regulated industries, covering compliance, encryption, data governance, and workflow orchestration for stringent security requirements.
Harmonizing Data Horizons - A Unified Databricks Data Lake Journey
Explore ProSiebenSat1's journey to a unified data lake using Databricks, overcoming challenges in migration, governance, and scalability for BI and AI use cases across diverse systems.
Dependency Management in Spark Connect - Simple, Isolated, Powerful
Explore Spark Connect's new session-based dependency management system for dynamic updates and isolation in distributed computing, with practical examples for Python and Scala applications.
Scaling Marketing and Docs with a Privacy-Safe RAG Model
Unlock unstructured data's value using LLMs while ensuring privacy. Learn how Skyflow developed a privacy-safe RAG model for marketing and documentation, leveraging Databricks, Streamlit, and open-source tools.
SciCLOps - Databricks Quick Start for Machine Learning with DABs
Discover how SciCLOps, powered by Databricks Asset Bundles, streamlines ML workflows, enhances standardization, and accelerates onboarding and production time for data teams across engineering, science, and analytics.
Upgrading to Unity Catalog with Ease Using UCX
Optimize Unity Catalog upgrades with UCX: Minimize disruptions, reduce complexity, and automate tasks. Learn installation, risk assessment, and key component automation for a streamlined process.