E-book details

Modern Data Architecture on AWS. A Practical Guide for Building Next-Gen Data Platforms on AWS

Modern Data Architecture on AWS. A Practical Guide for Building Next-Gen Data Platforms on AWS

Behram Irani

Ebook
Many IT leaders and professionals are adept at extracting data from a particular type of database and deriving value from it. However, designing and implementing an enterprise-wide holistic data platform with purpose-built data services, all seamlessly working in tandem with the least amount of manual intervention, still poses a challenge.
This book will help you explore end-to-end solutions to common data, analytics, and AI/ML use cases by leveraging AWS services. The chapters systematically take you through all the building blocks of a modern data platform, including data lakes, data warehouses, data ingestion patterns, data consumption patterns, data governance, and AI/ML patterns. Using real-world use cases, each chapter highlights the features and functionalities of numerous AWS services to enable you to create a scalable, flexible, performant, and cost-effective modern data platform.
By the end of this book, you’ll be equipped with all the necessary architectural patterns and be able to apply this knowledge to efficiently build a modern data platform for your organization using AWS services.
  • 1. Modern Data Architecture on AWS
  • 2. Scalable Data Lakes
  • 3. Batch Data Ingestion
  • 4. Streaming Data Ingestion
  • 5. Data Processing
  • 6. Interactive Analytics
  • 7. Data Warehousing
  • 8. Data Sharing
  • 9. Data Federation
  • 10. Predictive Analytics
  • 11. Generative AI
  • 12. Operational Analytics
  • 13. Business Intelligence
  • 14. Data Governance
  • 15. Data Mesh
  • 16. Performant and Cost-effective Data Platform
  • 17. Automate, Operationalize and Monetize
  • Title: Modern Data Architecture on AWS. A Practical Guide for Building Next-Gen Data Platforms on AWS
  • Author: Behram Irani
  • Original title: Modern Data Architecture on AWS. A Practical Guide for Building Next-Gen Data Platforms on AWS
  • ISBN: 9781801810128, 9781801810128
  • Date of issue: 2023-08-31
  • Format: Ebook
  • Item ID: e_3mzw
  • Publisher: Packt Publishing