Begleiten Sie uns auf eine literarische Weltreise!
Buch zum Bücherregal hinzufügen
Grey
Einen neuen Kommentar schreiben Default profile 50px
Grey
Jetzt das ganze Buch im Abo oder die ersten Seiten gratis lesen!
All characters reduced
Managing Data as a Product - Design and build data-product-centered socio-technical architectures - cover

Managing Data as a Product - Design and build data-product-centered socio-technical architectures

Andrea Gioia

Verlag: Packt Publishing

  • 0
  • 0
  • 0

Beschreibung

Traditional 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.
Verfügbar seit: 29.11.2024.
Drucklänge: 368 Seiten.

Weitere Bücher, die Sie mögen werden

  • It Depends - Writing on Technology Leadership 2012-2022 - cover

    It Depends - Writing on...

    Kevin goldsmith

    • 0
    • 0
    • 0
    It Depends: Writing on Technology Leadership 2012-2022, a collection of essays and articles by technology executive Kevin Goldsmith, is a must-read for current or aspiring engineering managers, directors, and senior technology executives. With over thirty years of experience in leadership roles at industry-leading technology companies like IBM, Silicon Graphics, Microsoft, and Adobe, as well as early-stage startups and unicorns like Spotify, Avvo, Anaconda, and DistroKid, Goldsmith shares his knowledge about leading technology teams and larger organizations in this book. 
    The book covers a range of topics, including creating a culture of experimentation and innovation, managing day-to-day, career development as a technology leader, team building, and practical advice for handling the requirements of the engineering manager role. Goldsmith acknowledges that the context is different in every company and for every person, and he shares his wisdom to help leaders form solutions that make sense for their company, team, and themselves. 
    What sets Goldsmith's writing apart is his ability to provide practical advice and insights that few companies adequately train their managers on. He also offers guidance on how to move from managing a single team to managing managers, organization structure, building career development frameworks, diversity and inclusion, and hiring. By reading It Depends, you'll gain valuable insights into becoming a more effective leader in the technology industry.
    Zum Buch
  • Data Scaling and Normalization - A Comprehensive Guide to Enhancing Data Quality and Model Performance - cover

    Data Scaling and Normalization -...

    Chuck Sherman

    • 0
    • 0
    • 0
    "Data Scaling and Normalization: A Comprehensive Guide to Enhancing Data Quality and Model Performance" offers an in-depth exploration of the crucial techniques used in preprocessing data to enhance the quality of machine learning models. Designed for data scientists, machine learning engineers, and analysts, this book provides a clear and comprehensive understanding of how scaling and normalization techniques impact model accuracy, efficiency, and interpretability. 
    Inside, you'll find detailed explanations of the core concepts of data scaling and normalization, including Min-Max scaling, Z-score normalization, robust scaling, and more. The book covers when and how to apply these techniques to various types of data, from numerical to categorical, and explores their role in improving model convergence, reducing biases, and enhancing generalization. 
    Key topics include:The importance of data scaling and normalization in preparing data for machine learning modelsPractical applications of scaling and normalization methods across different machine learning algorithmsReal-world examples and case studies showcasing the impact on model performanceAdvanced techniques and considerations for scaling complex datasetsBest practices for ensuring data quality through preprocessing 
    With step-by-step guidance, code examples, and expert insights, this book is an essential resource for anyone looking to master data preprocessing and take their machine learning models to the next level.  
    This comprehensive guide will help you understand the nuances of scaling and normalization and how they directly affect the success of your machine learning projects. 
     
    Zum Buch
  • Saving Nature One Yard at a Time - How to Protect and Nurture Our Native Species - cover

    Saving Nature One Yard at a Time...

    David Deardorff, Kathryn Wadsworth

    • 0
    • 0
    • 0
    Discover 100 ways to support endangered plant and wildlife species in your community and beyond. 
     
     
     
    David Deardorff and Kathryn Wadsworth present 100 home projects designed to inspire and empower anyone who wants to help save our native flora and fauna in the face of habitat loss and climate change. This book focuses on saving creatures and plants that are especially vulnerable but that can be successfully helped by our efforts, such as bees, frogs, butterflies, birds, trees, and wildflowers. Each project meets four crucial criteria: (1) it will make a significant difference to the survival of the species, (2) has a high likelihood of success, (3) is easy to implement, and (4) is family-friendly. 
     
     
     
    The book raises awareness of endangered species that readers can help by undertaking projects unique to their bioregion. Examples include building an amphibian house for salamanders, raising tadpoles, creating nesting sites for bees, and much more. Saving Nature One Yard at a Time is an inspirational and practical compendium that will give listeners the knowledge and tools they need to take an active role in nurturing the world around us, no matter we live.
    Zum Buch
  • Deep Sleep Hypnosis - Experience Better Sleep Fall Asleep Instantly with Soothing Beach Hypnosis and Powerful Positive Affirmations - cover

    Deep Sleep Hypnosis - Experience...

    Adrian Berry

    • 0
    • 0
    • 0
    Imagine drifting off to sleep to the calming rhythm of ocean waves, your mind gently guided away from the day’s worries, and your body sinking deeper into a warm, restful embrace. This self-hypnosis is designed to lead you to this tranquil state each night. Through soothing imagery and empowering affirmations, this audiobook helps release anxieties and create a sanctuary for your mind, allowing you to truly unwind and sleep deeply. 
    Each page invites you to experience the relaxation of lying on a serene beach, where gentle waves wash over your thoughts, leaving calm and clarity in their wake. With carefully crafted affirmations, Deep Sleep Hypnosis not only eases you into sleep but also nurtures a positive mindset, helping you release negativity and stress. It becomes more than just a sleep aid; it’s a nightly journey to inner peace, where you can feel lighter, more centered, and ready to let go of the day. 
    Whether you struggle with insomnia or simply long for a more restful sleep, Deep Sleep Hypnosis offers a comforting routine to calm the mind and soothe the soul. By combining the power of positive affirmations with the serene ambiance of beach imagery, this guide creates an ideal environment for uninterrupted rest. Awaken refreshed, revitalized, and ready to embrace each day with newfound energy and clarity, your journey to deep, restorative sleep begins here.
    Zum Buch
  • To Catch a Fish - Essays on the Joy Frustration Curiosity and Allure of Fishing - cover

    To Catch a Fish - Essays on the...

    Mark Kurlansky

    • 0
    • 0
    • 0
    From the award-winning, New York Times best-selling author of Cod and Salt, To Catch a Fish is an entertaining and beautifully written illustrated collection of essays that explore a lifetime fascination with fishing.    For as long as there have been humans, there have been humans trying to catch fish. The two species—fish and man—live in constant tension. One chases the other. One tries to get away. Some of us—author Mark Kurlansky included—are hard-wired for that chase. Guiding readers through the waters and into the mind of the fish, Kurlansky considers who fish are and why they behave the way they do, and along the way delves into the many approaches to catching a fish, their ecology, and the ins and outs of cooking and eating your catch. Whether you’re a seasoned angler or a novice, or simply want to explore the world of fish, the forty short essays in this collection and the dazzling illustrations by Bri Dostie, shed new light on these creatures and our relationship to them.
    Zum Buch
  • Sleep Better to Thrive - Practical Steps That Will Enhance Your Life - cover

    Sleep Better to Thrive -...

    Dr Sui H. Wong MD FRCP

    • 0
    • 0
    • 0
    Are you searching for answers on how to sleep well? 
    Research shows that maintaining quality sleep health can reduce the risk of heart disease, aid in dementia prevention, manage migraines effectively, and overcome insulin resistance! 
    When struggling with sleep deprivation and nighttime disturbances, your first thought might be to reach for the best sleep aid or supplement with extra coffee in the morning. But what if you could sleep better in a more natural, holistic way? 
    Sleep Better to Thrive: Practical Steps That Will Enhance Your Life is the sleep book you need! This isn't your typical self-help book; it's a comprehensive guide to holistic lifestyle change that will lead to long-term health and overall wellness. In this workbook, you'll explore:the science of sleep, with an explanation of why we sleep, and what your circadian rhythm is.simple self-help strategies for when you have trouble sleeping, alongside free or low-cost tricks and tools to implement in daily life.empowering insight to help you work toward better body health, improve your mood, and increase productivity for bigger success!worksheets and activities that will promote overall wellness, nurturing a healthy body and mind.a practical guide to help you craft the perfect sleep routine so you can sleep deeper and get the sound sleep you deserve! 
    This sleep book for adults is aimed at anyone who wants to get quality sleep, with additional considerations for busy families and those looking to fight the effects of aging, boost focus and think clearly. 
    Start getting better sleep tonight by adding this book to your collection today!
    Zum Buch