Nº de artículo:
211657802
Architecting Data Solutions with Snowflake: Design scalable cloud-native data platforms for analytics warehousing and beyond (English Edition)
Nº de artículo:
211657802
CRC 30181
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- Modern businesses need scalable, cost-efficient data platforms; however, traditional, fragmented systems are complex and expensive. Snowflake provides a modern, cloud-native, fully managed solution, simplifying data architecture while delivering performance and flexibility. This book helps readers leverage Snowflake's full potential for advanced, scalable data solutions.This book begins by walking you through Snowflake account configuration and its unique three-layered architecture, introducing key architectural pillars. The book covers building data engineering pipelines using various methods like Snowpipe and Snowpark, differentiating between ETL and ELT patterns. Finally, you will learn to architect diverse data patterns, such as data warehouses, data lakes, data mesh, and lakehouses, and explore Snowpark for machine learning, Snowflake Horizon, Cortex, and building generative AI and LLM solutions.This book equips you with the knowledge to design and implement modern data solutions, including data warehouses, lakes, and mesh patterns, using Snowflake. You will be well-equipped to tackle complex data architecture challenges and drive innovation in any data-driven environment.What you will learn● Learn to design data platform solutions with Snowflake.● Design scalable and cost-effective data architectures.● Implement efficient data ingestion and extraction pipelines.● Implement modern data patterns, including data warehouse, data lake, and data mesh, using Snowflake’s flexible architecture.● Apply modern data governance and security practices.● Design AI/ML workloads using Snowflake Cortex.Who this book is forThis book is designed for data enthusiasts, architects, and engineers who are looking to build modern, cloud-native data platforms using Snowflake. Whether you are designing your first data solution or optimizing complex enterprise architectures, this book offers practical insights, patterns, and real-world examples to elevate your data skills.Table of Contents1. Navigating Snowflake Account Setup and Configuration2. Unraveling the Three-Tier Architecture3. The Pillars of Architectural Excellence4. Understanding Snowflake's Security Features5. Implementing Data Governance6. Evaluating and Optimizing Snowflake’s Performance7. Unlocking Snowflake’s Cost and Performance8. Implementing Data Integrations9. Designing Data Solutions10. Designing Data Engineering Pipelines11. Designing ETL and ELT With Snowflake12. Architecting Data Warehouse13. Implementing Data Lake Solutions14. Exploring Data Mesh Design Options15. Building Data Lakehouses16. Embracing Snowpark and Snowpark ML17. Architecting LLM Solutions with Snowflake18. Unleashing Snowflake’s Advanced Capabilities
| Publisher | BPB Publications |
| Publication date | 7 Aug. 2025 |
| Language | English |
| Print length | 352 pages |
| ISBN-10 | 9365899389 |
| ISBN-13 | 978-9365899382 |
| Dimensions | 19.05 x 2.03 x 23.5 cm |
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Architecting Data Solutions with Snowflake: Design scalable cloud-native data platforms for analytics warehousing and beyond (English Edition)
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