Managing Data as a Product

Managing Data as a Product
Author :
Publisher : Packt Publishing Ltd
Total Pages : 368
Release :
ISBN-10 : 9781835469378
ISBN-13 : 183546937X
Rating : 4/5 (78 Downloads)

Book Synopsis Managing Data as a Product by : Andrea Gioia

Download or read book Managing Data as a Product written by Andrea Gioia and published by Packt Publishing Ltd. This book was released on 2024-11-29 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn everything you need to know to manage data as a product and shift toward a more modular and decentralized socio-technical data architecture to deliver business value in an incremental, measurable, and sustainable way Key Features Leverage data-as-product to unlock the modular platform potential and fix flaws in traditional monolithic architectures Learn how to identify, implement, and operate data products throughout their life cycle Design and execute a forward-thinking strategy to turn your data products into organizational assets Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionTraditional monolithic data platforms struggle with scalability and burden central data teams with excessive cognitive load, leading to challenges in managing technological debt. As maintenance costs escalate, these platforms lose their ability to provide sustained value over time. With two decades of hands-on experience implementing data solutions and his pioneering work in the Open Data Mesh Initiative, Andrea Gioia brings practical insights and proven strategies for transforming how organizations manage their data assets. Managing Data as a Product introduces a modular and distributed approach to data platform development, centered on the concept of data products. In this book, you’ll explore the rationale behind this shift, understand the core features and structure of data products, and learn how to identify, develop, and operate them in a production environment. The book guides you through designing and implementing an incremental, value-driven strategy for adopting data product-centered architectures, including strategies for securing buy-in from stakeholders. Additionally, it explores data modeling in distributed environments, emphasizing its crucial role in fully leveraging modern generative AI solutions. By the end of this book, you’ll have gained a comprehensive understanding of product-centric data architecture and the essential steps needed to adopt this modern approach to data management.What you will learn Overcome the challenges in scaling monolithic data platforms, including cognitive load, tech debt, and maintenance costs Discover the benefits of adopting a data-as-a-product approach for scalability and sustainability Navigate the complete data product lifecycle, from inception to decommissioning Automate data product lifecycle management using a self-serve platform Implement an incremental, value-driven strategy for transitioning to data-product-centric architectures Optimize data modeling in distributed environments to enhance GenAI-based use cases Who this book is for If you’re an experienced data engineer, data leader, architect, or practitioner committed to reimagining your data architecture and designing one that enables your organization to get the most value from your data in a sustainable and scalable way, this book is for you. Whether you’re a staff engineer, product manager, or a software engineering leader or executive, you’ll find this book useful. Familiarity with basic data engineering principles and practices is assumed.


Managing Data as a Product Related Books

Managing Data as a Product
Language: en
Pages: 368
Authors: Andrea Gioia
Categories: Computers
Type: BOOK - Published: 2024-11-29 - Publisher: Packt Publishing Ltd

DOWNLOAD EBOOK

Learn everything you need to know to manage data as a product and shift toward a more modular and decentralized socio-technical data architecture to deliver bus
Data Analytics with Hadoop
Language: en
Pages: 288
Authors: Benjamin Bengfort
Categories: Computers
Type: BOOK - Published: 2016-06 - Publisher: "O'Reilly Media, Inc."

DOWNLOAD EBOOK

Ready to use statistical and machine-learning techniques across large data sets? This practical guide shows you why the Hadoop ecosystem is perfect for the job.
Data Science For Dummies
Language: en
Pages: 439
Authors: Lillian Pierson
Categories: Computers
Type: BOOK - Published: 2021-08-20 - Publisher: John Wiley & Sons

DOWNLOAD EBOOK

Monetize your company’s data and data science expertise without spending a fortune on hiring independent strategy consultants to help What if there was one si
Data Mesh
Language: en
Pages: 387
Authors: Zhamak Dehghani
Categories: Computers
Type: BOOK - Published: 2022-03-08 - Publisher: "O'Reilly Media, Inc."

DOWNLOAD EBOOK

Many enterprises are investing in a next-generation data lake, hoping to democratize data at scale to provide business insights and ultimately make automated in
Managing Data Science
Language: en
Pages: 276
Authors: Kirill Dubovikov
Categories: Computers
Type: BOOK - Published: 2019-11-12 - Publisher: Packt Publishing Ltd

DOWNLOAD EBOOK

Understand data science concepts and methodologies to manage and deliver top-notch solutions for your organization Key FeaturesLearn the basics of data science