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Modernizing Analytics Beyond the Data Warehouse. A practical guide to modernizing data warehouses and leveraging AI analytics with Databricks Laurent Leturgez, Cary Moore

(ebook) (audiobook) (audiobook) Język publikacji: angielski
Modernizing Analytics Beyond the Data Warehouse. A practical guide to modernizing data warehouses and leveraging AI analytics with Databricks Laurent Leturgez, Cary Moore - okladka książki

Modernizing Analytics Beyond the Data Warehouse. A practical guide to modernizing data warehouses and leveraging AI analytics with Databricks Laurent Leturgez, Cary Moore - okladka książki

Modernizing Analytics Beyond the Data Warehouse. A practical guide to modernizing data warehouses and leveraging AI analytics with Databricks Laurent Leturgez, Cary Moore - audiobook MP3

Modernizing Analytics Beyond the Data Warehouse. A practical guide to modernizing data warehouses and leveraging AI analytics with Databricks Laurent Leturgez, Cary Moore - audiobook CD

Autorzy:
Laurent Leturgez, Cary Moore
Ocena:
Enterprise and cloud data warehouses alike are hitting their limits. Whatever the data warehouse solutions, rising costs, rigid and complex architectures, and the inability to support AI and real-time workloads are holding your organization back. This book provides a structured, risk-aware path to modernization on the Databricks platform.
You'll start by understanding why modern analytics demands have outgrown the warehouse paradigm, then explore the lakehouse architecture and the Databricks platform in depth. From there, you'll learn how to choose the right migration strategy, move data, code, and BI layers safely, and embed governance and security from the start using Unity Catalog.
Beyond migration, you'll discover how to manage costs with FinOps practices, integrate streaming and event-driven analytics, enable AI and ML workloads, and adopt data product thinking with domain ownership. Real-world patterns, common failure modes, and success metrics ensure you can apply every concept immediately.
By the end, you'll have the knowledge to lead a modernization initiative from assessment through execution, delivering a governed, AI-ready analytics platform that scales with your business.

O autorach książki

Laurent Léturgez is a data platform specialist with over 20 years of experience in database systems. He works as a Product Specialist for data warehouse migrations at Databricks, where he helps organizations modernize their data warehouses on Databricks. Previously, as an Oracle Certified Master and Oracle ACE, he spent years working with Oracle technologies—from database administration and architecture to performance tuning and consulting across Europe. This rare combination of deep legacy database expertise and modern data engineering knowledge gives him a unique practitioner's perspective on the challenges and opportunities of data warehouse modernization. He is based in Lille, France.
Cary Moore is a business intelligence and data warehouse specialist with over 20 years of experience. After working as an Operations Research analyst pulling data from various systems, he recognized the emergence of Data Warehousing as a new industry. He joined MicroStrategy and later helped grow Claraview, one of the first BI consulting firms. Cary has developed and implemented data warehouses across industries, including banking, insurance, retail, healthcare, and government. At Databricks, he advocates for the Lakehouse as the future of data warehousing, highlighting its scale, performance, and capabilities beyond traditional systems. He is based in Arlington, Virginia, USA.

Packt Publishing - inne książki

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