dbt Cloud and AI - Where Transformation and Metadata Meet
Explore how dbt Cloud enhances Databricks transformations and enables AI-driven insights through accurate metadata and business context, reducing hallucinations in LLMs.
Delta Merge Optimizations with Jodie Helpers
Explore Delta Merge optimization strategies, including data skipping and Change Data Feed implications, to enhance performance and handle failure scenarios in data lakehouse environments.
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.
Predictive ML - How Unilever is Improving its Forecasting
Unilever's reusable predictive framework improves forecasting processes using ML models, enhancing manual predictions and filling gaps for various business metrics at different granularity levels.
Delta Sharing and Unity Catalog - Lessons Learned at T-Mobile
Insights on building a lakehouse, integrating data mesh with Unity Catalog and Delta Sharing, and enabling enterprise-wide data access while maintaining robust security at T-Mobile.
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.
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.
Rewiring Your Business for AI - Strategies for Enterprise Transformation
Discover strategies for embracing AI's transformative potential in business. Learn to focus on future-oriented thinking, reimagining processes, scaling initiatives, and cultivating a visionary mindset for competitive advantage.
Power Up Your Lakehouse with Git Semantics and Delta Lake
Enhance data versioning in lakehouses using Delta Lake and lakeFS, enabling git-like semantics for improved time travel, data quality, and operational economics.
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.
Scaling Video Ad Classification Across Millions of Classes with GenAI
Innovative approach combining LLMs and ML for video ad classification, achieving 15% accuracy uplift and scalability to millions of product classes. Enhances real-time insights for ad-intel company Vivvix.
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.
Vector Search Over Complex Semi-Structured Data
Explore production-grade vector search systems combining unstructured and structured data, with focus on user objectives and feedback loops for improved results in various applications.
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.
Fine-Tuning Open Source Models for AI Agents
Optimize open source LLMs for AI agents: Learn best practices for fine-tuning models in retrieval, chat, planning, and function calling to create domain-specific assistants and application copilots.
Enhancing Enterprise Trusted Data Governance - Integrating Informatica IDMC with Databricks Unity Catalog
Discover how integrating Informatica IDMC with Databricks Unity Catalog enhances data governance, enabling comprehensive metadata management, lineage tracking, and policy enforcement across enterprise data ecosystems.
The Journey to Operational Data Quality with Contractual Data Assets
Explore Abercrombie & Fitch's journey to proactive data management using contractual data assets, resulting in improved accountability and transparency across the organization.
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.
Production Data Applications for AI-Driven Observability
Explore AI-driven observability in Databricks' Data Intelligence Platform. Learn to create scalable apps with Plotly Dash, enabling non-technical users to manage workflows and leverage LLMs for data analysis.