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Learn how to deploy DeepSeek AI’s cutting-edge DeepSeek-R1 and its distilled Llama models on Databricks Mosaic AI. Discover how these open-source models enhance reasoning efficiency while leveraging Databricks’ robust AI infrastructure for seamless deployment, governance, and scalability. Unlock advanced AI capabilities with best practices for optimized performance and cost-effectiveness.
Databricks provides a comprehensive suite of tools to help customers understand, manage, and optimize their usage and costs. These tools include system tables for accessing operational data, a pre-built AI/BI Cost Dashboard for visualizing usage trends, tagging for organizing costs by team or project, AI/BI Genie for insights and recommendations, and budget alerts to notify users when spending exceeds planned levels. By leveraging these tools, customers can maximize the value of their data projects on Databricks.
Migrating a data warehouse to a modern platform like Databricks involves critical decisions that shape the architecture, execution, and business outcomes. This blog examines two primary migration strategies—ETL-first and BI-first—highlighting their advantages, trade-offs, and best use cases. It also delves into the key Databricks features, such as Lakehouse Federation and LakeFlow Connect, that simplify and accelerate the migration process. By aligning migration approaches with business goals, organizations can unlock value incrementally while building a scalable, unified data platform.
In today's fast-paced world, utility companies face numerous challenges when it comes to outage response and restoration, especially during severe weather events. The Dispatch Assistant aims to transform how utilities handle these critical situations. This is increasingly important since over the past couple of decades there have been a significant increase in both the frequency and intensity of storms across various regions. According to NOAA, there were 28 weather and climate disasters in 2023, surpassing the previous record of 22 in 2020, tallying a price tag of at least $92.9 billion. These disasters make it increasingly more challenging to keep power grids online and are a big cost element in post-disaster clean up and recovery. This is driving utilities to look more towards the power that AI can provide in all facets of their business.
Learn more about how to ingest data from GameAnalytics to Databricks, helping you perform analysis, machine learning and data integration leveraging data from GameAnalytics, internal systems and other third party data providers.
* Explore how startups using Databricks achieve higher revenue and innovation. * Learn about the Databricks Unicorn Index and its insights. * Discover real-world success stories from unicorns and emerging unicorns powered by the Databricks Data Intelligence Platform.
Databricks GenAI Partner Accelerators were developed by consulting and system integrator partners to help customers more quickly implement their generative AI strategy and position themselves for the future.