Successfully Migrating a Snowflake Data Warehouse to the Databricks Data Intelligence Platform
Learn strategies for migrating from Snowflake to Databricks, including methodology, technical approaches, automation tools, and best practices. Gain insights from real-world case studies on data, ELT pipeline, and warehouse migration.
Pioneering a Hybrid SSM Transformer Architecture - Jamba Foundation Model
Explore AI21 Labs' Jamba: a groundbreaking hybrid Transformer-Mamba MoE model with unparalleled throughput and a 256K context window, revolutionizing large language model development.
Empowering Generative AI with Databricks and AMD
Explore GPU hardware's role in generative AI, AMD's advancements, and Databricks' solutions for scalable model training, deployment, and governance while ensuring data privacy and cost-effectiveness.
State-of-the-Art Retrieval Augmented Generation at Scale in Spark NLP
Efficient scaling of RAG systems using Spark NLP: pre-processing, embedding calculation, post-processing, and integration with LangChain and HayStack for production-grade LLM systems.
GenAI Platform for Democratizing Use and Maintaining Governance - Bradesco's Approach
Explore how Bradesco leveraged GenAI to revolutionize processes, enhance customer experiences, and achieve operational efficiency gains while maintaining governance and security through a lakehouse architecture.
From Model to Business Applications - The Journey of Accelerated AI for Business Users
Explore the journey of Accelerated AI, from sophisticated models to practical business applications. Learn strategies for data quality, feedback loops, and model refinement to drive innovation and growth.
Introduction to Mosaic AI - Simplifying GenAI Development with Databricks
Explore Mosaic AI's tools for streamlining GenAI application development, deployment, and management. Learn best practices for efficient AI project creation on a secure Data Intelligence platform.
Unlocking New AI Use Cases with Sharing - Secure Model Distribution and Deployment
Explore secure AI model sharing across organizations, accelerating training and deployment. Learn about Delta Sharing, Databricks Marketplace, and best practices from healthcare AI leader John Snow Labs.
Accelerating Operational Excellence with Generative AI - Implementing RAG for Customer Service Efficiency
Discover how a financial company implemented RAG to enhance customer service, exploring architecture, data pipelines, innovations, and optimization strategies for transforming operations with Generative AI.
Meta's Open Approach with Llama - Leveraging the Llama Ecosystem for Generative AI
Explore Meta's open-source Llama ecosystem for building cutting-edge generative AI at scale, including latest models, access methods, safety components, and future possibilities.
Comprehensive Guide to Mosaic AI - Getting GenAI Apps to Production on Databricks
Explore Mosaic AI for efficient GenAI app development on Databricks. Learn design, maintenance, and integration techniques through practical demonstrations to streamline your AI projects.
Designing a Copilot for Data Transformation with Spark and SQL
Explore the design of an AI copilot for data transformation, focusing on unique challenges and solutions to enhance productivity. Includes demos and insights on LLM applications in programming.
Unified Data and AI Governance - Accelerating Your Path to Unity Catalog
Accelerate digital transformation with unified data and AI governance using Unity Catalog. Learn how to manage platform objects, remove barriers, and achieve AI ambitions at enterprise scale.
Building High-Quality and Trusted Data Products with Databricks
Learn to create production-ready, high-quality data products using Databricks. Explore lifecycle requirements, challenges, and best practices to establish a trustworthy foundation for AI and data-driven initiatives.
Simplifying Lakehouse Observability - Databricks Key Design Goals and Strategies
Explore Databricks' Lakehouse Observability approach, integrating tools for monitoring and optimizing data and AI workflows to support scalable, data-driven applications.
Gemini: A Background to LLMs and Google's Newest Multimodal LLM
Explore the history of large language models and discover Gemini, Google's advanced multimodal AI. Learn about its capabilities, applications, and potential impact on various industries.
Architecture Explained: Generative AI-Based Complex Data Processing
Explore interoperability between Databricks and AWS for generative AI, covering intelligent document processing, real-time and batch processing patterns, and a live demo of end-to-end offerings.
Data Visualization Excellence: Tableau's Edge with Delta Sharing and Roadmap
Explore Tableau's innovations for Lakehouse analysis, including Delta Sharing connector and AI-driven insights. Learn about secure data visualization and future developments in this expert-led session.
Bringing Text-to-SQL to Business Intelligence Production in Large Enterprises
Explore Text-to-SQL implementation in large enterprises, focusing on model selection, fine-tuning, and performance optimization for accurate natural language querying in business intelligence contexts.
Building Enterprise-Grade GenAI Apps with MLflow and Vector Search
Explore enterprise-grade GenAI app development using MLflow and Vector Search, focusing on data protection, AI deployment challenges, and leveraging proprietary information securely with Databricks tools.
Unlock Data and AI Potential with a Fully Orchestrated Health Lakehouse
Explore how a modern healthcare data lakehouse integrates diverse data sources, leveraging AI and orchestration for improved patient care, risk management, and clinical decision support.