Semi-Structured Communication Data with Delta Lake and Microservices
Efficient storage and management of semi-structured communication data for eDiscovery using Delta Lake and microservices, enabling effective querying and analysis for legal processes.
Building a Modern Marketing Team with Machine Learning and Databricks
Discover how Rogers leverages ML and Databricks to revolutionize marketing, featuring a reusable framework for data science across industries and insights on implementing key marketing models.
Building Production Quality Generative AI Applications
Explore a developer workflow for deploying high-quality AI applications, covering experimentation, feedback, and performance metrics using Databricks tools like Vector Search and MLflow.
Next-Gen Energy AI: Asset Bundles and MLOps on Repsol's Data and AI Platform
Explore Repsol's integration of MLOps in their Data & AI Cloud Platform, focusing on Databricks Asset Bundles for efficient ML model development and deployment in the energy sector.
Trek Bikes Accelerates Retail Analytics with Databricks
Trek Bikes optimizes retail analytics using Databricks, achieving near real-time data integration, 80-90% faster analytics, improved data accessibility, and cost reduction through innovative lakehouse architecture.
Udemy's Data and AI Journey - Migrating to Databricks for Enhanced Data Management
Explore Udemy's migration to Databricks, enhancing data democratization with Unity Catalog, DBSQL, and Delta Lake. Learn about cost control, data integration, and the transformative impact on innovation and analytics.
AT&T's Migration of Billions of Events Processing from Hadoop to Databricks
Explore AT&T's strategic shift from Hadoop to Databricks, resulting in 30% cost reduction and halved execution time for network data processing, showcasing cloud-native efficiency.
Optimizing MERGE Performance Using Liquid Clustering and Photon
Explore techniques to enhance MERGE operations using Liquid Clustering, Deletion Vectors, and Predictive I/O for Updates, improving performance and predictability in Delta Lake and Photon.
Transforming Data Silos into an Information Hub with Databricks - Royal Caribbean Case Study
Royal Caribbean's journey to centralize data and AI capabilities using Databricks, creating an Information Hub for personalized experiences, business insights, and digital innovation while reducing costs.
Databricks SQL - Addressing Data Warehousing Challenges with Data Intelligence
Explore AI-powered data warehousing with Databricks SQL, addressing performance, governance, and usability challenges through intelligent data understanding and innovative features like natural language queries.
Growing AI/ML Maturity and Adoption - It Takes a Village
Bridgestone's data science journey: transitioning to cloud, overcoming challenges, and leveraging partnerships to implement AI/ML solutions across various business areas.
Lessons Learned from Migrating the Largest Immunization Analytics Platform
Insights from migrating a massive immunization registry to Databricks, covering data understanding, file structure impact, compute requirements, and workflow optimization for healthcare analytics.
The MLOps Platform at WGU - Solutions to Production ML with Databricks
Explore WGU's MARVIN platform, addressing MLOps challenges with Databricks. Learn about streamlined workflows, project templates, and strategies for efficient ML model deployment at scale.
Data Lakehouse Architecture for IRC - Transforming Humanitarian Efforts
Explore IRC's adoption of data lakehouse architecture using Azure Databricks, enhancing humanitarian efforts through streamlined data processes and improved operational efficiencies.
Databricks on Databricks - Path to Unified Governance
Insider look at Databricks' scalable data governance approach using Unity Catalog, covering challenges, solutions, and best practices for enabling secure access to cloud resources and assets.
Preparing for the Databricks Certified Generative AI Engineer Associate Exam
Explore Databricks' Generative AI Engineer Associate certification, covering key topics like prompt engineering, RAG, and LLM selection. Learn exam scope, preparation tips, and insights from experts.
Data Platform Modernization with a Data Mesh Architecture - Bradesco Case Study
Modernização da plataforma de dados do Bradesco usando arquitetura Data Mesh com Databricks, unificando ambientes heterogêneos e melhorando governança e eficiência para 75 milhões de clientes e 5 PB de dados.
CDEROne Data Lakehouse for Efficient AI and Data Governance
Plataforma unificada de datos que optimiza procesos de la FDA, integra IA/ML, y mejora la gestión y gobernanza de datos para agilizar la revisión y aprobación de medicamentos.
Introduction to Vector Search on Databricks
Explore vector search integration in Databricks for enhanced data retrieval. Learn fundamentals, implementation, optimization, and real-world applications to transform your data processes.
Eight Weeks, Two Developers, One Production AI Conference Assistant
Discover the journey of creating Brickbot, an AI assistant for DAIS '24. Learn about design decisions, technical challenges, and insights gained from real-world user interactions in this behind-the-scenes discussion.
Mastering Data Science: The Impact of Large Language Models
Explore the evolving synergy between data science fundamentals and LLMs, learning essential skills for adapting to technological advancements and shaping the future of the field.