Towards Steerable AI Systems
Exploring machine learning methods for steerable AI control, balancing short-term and long-term goals across stakeholders. Applications in search ranking and writing assistance discussed.
The Trajectory of Information Retrieval - Past, Present, and Future
Explore the evolution and future of information retrieval with insights from NSF's Division Director, covering historical developments, current challenges, and emerging opportunities in AI and computing.
Samplable Anonymous Aggregation for Private Federated Data Analysis
Kunal Talwar explores samplable anonymous aggregation for private federated data analysis, discussing innovative approaches to privacy-preserving machine learning in distributed settings.
Jupyter Notebook: Cryptography Fundamentals
Explore cryptography fundamentals using interactive Jupyter Notebooks. Learn key concepts and practical applications through hands-on coding exercises and demonstrations.
Building GenAI-Powered Solutions Using Mosaic ML, DBRX LLM and LLMOps
Explore LLMs and Generative AI's potential to revolutionize industries. Learn about Databricks Mosaic ML Training Platform, DBRX models, and LLMOps for streamlined AI adoption and innovation in healthcare and insurance.
Texas Rangers' Championship Success with a Data Intelligence Platform
Explore how the Texas Rangers leveraged Databricks' Data Intelligence Platform and GenAI for strategic insights, predictive analytics, and World Series victory.
Enabling Trusted AI with Databricks and Informatica - KPMG Case Study
Discover how KPMG leverages Databricks and Informatica to build trusted AI models, addressing data quality, governance, and ethical challenges for data-driven decision-making and business success.
Streaming Data Pipelines From Supernovas to LLMs
Hands-on tutorial for building real-time data pipelines using Databricks, from ingesting NASA supernova data to implementing LLMs with RAG. Covers ETL, stream processing, and natural language analytics.
AT&T's Journey Towards a Serverless Data Intelligence Platform
Explore AT&T's evolution on Databricks Platform, scaling data projects with automated pipelining, serverless SQL warehouses, and AI/ML use cases while meeting security and regulatory requirements.
What's New in Unity Catalog - Live Demos of Latest Features
Explore Unity Catalog's latest features for unified data and AI governance, including enhanced filtering, Governed Tags, ABAC, and automated lineage, with live demos and expert insights.
Transforming Transport Data by Integrating Spatial and Aspatial Data
Revolutionizing transport data management through spatial and aspatial data integration, enhancing modal usage, asset management, road safety, and public transport for improved community outcomes.
Databricks Asset Bundles: A Unifying Tool for Deployment
Explore Databricks Asset Bundles (DABs) for streamlined data project management. Learn core concepts, best practices, and deployment patterns using Databricks CLI, with real-world examples and future integrations.
Spark RAPIDS ML - GPU Accelerated Distributed Machine Learning in Spark Clusters
GPU-accelerated machine learning in Spark using RAPIDS ML, offering significant speedup and cost savings over traditional MLlib implementations for large-scale distributed ML applications.
Pivot Bio's Spatial Analytics Evolution with Databricks and CARTO
Explore how Pivot Bio revolutionizes agricultural analytics using Databricks and CARTO, integrating diverse datasets for comprehensive farming insights and empowering spatial analysis in modern agriculture.
Navigating the GenAI Storm - Intelligent Data Platform Design
Explore designing intelligent data platforms amid rapid tech changes. Learn to make informed decisions, address enterprise data needs, and leverage GenAI for business impact in uncertain times.
Scaling Real-Time Healthcare Data Processing for Veterans Affairs
Optimizing VA healthcare data processing with Azure Databricks: Streamlining data ingestion, real-time analysis, and care delivery for 9 million veterans across 1,372 facilities.
NextGen Medical Affairs - Medical Response and Literature Review with GenAI
Revolutionizing medical insights with NLP and GenAI: Extract, analyze, and visualize unstructured data for efficient pattern identification and strategic decision-making in pharmaceutical research.
How McDonald's Uses Machine Learning to Optimize Restaurant Site Selection
Explore ML techniques for optimizing restaurant site selection, leveraging Databricks Platform to enhance global decision-making for McDonald's expansion strategy and drive business outcomes.
Revolutionizing Insurance Customer Service with Advanced AI Chatbot
Transformación del servicio al cliente en seguros mediante chatbot AI avanzado, mejorando productividad y calidad. Desafíos, lecciones y estrategias en el desarrollo e implementación de IA generativa para crecimiento empresarial.
Automating Unity Catalog Migration with UCX - Building Robust Python Applications on Databricks
Explore building resilient Python apps on Databricks, focusing on failure recovery, rate limits, logging, and authentication. Learn from UCX project for Unity Catalog migration and automated code fixes.
How to Make Money Betting on NBA Using Rocket Science
Explore how Kalman filters, used in rocket science, are applied to NBA betting predictions. Learn about DraftKings' data-driven approach to generate accurate probabilities for bookmaking.