O’Reilly Media, 2018. — 352 p. Streaming data is a big deal in big data these days. As more and more businesses seek to tame the massive unbounded data sets that pervade our world, streaming systems have finally reached a level of maturity sufficient for mainstream adoption. With this practical guide, data engineers, data scientists, and developers will learn how to work with...
Confluent, 2022. — 71 p. What Is Data Mesh? Data mesh is a concept that ensures data access, governance, federation, and interoperability across distributed teams and systems. It is a new approach for designing modern data architectures, based on four principles. The software industry has always been susceptible to trends. Some stick, some pass, but all vie for the limelight in...
Packt, 2024. — 438 p. — ISBN 1837633355. Work through 70 recipes for implementing reliable data pipelines with Apache Spark, optimally store and process structured and unstructured data in Delta Lake, and use Databricks to orchestrate and govern your data. Data Engineering with Databricks Cookbook will guide you through recipes to effectively use Apache Spark, Delta Lake, and...
Manning Publications, 2019. — 343 p. — ISBN: 978-1617292347. Event Streams in Action is a foundational book introducing the ULP paradigm and presenting techniques to use it effectively in data-rich environments. Many high-profile applications, like LinkedIn and Netflix, deliver nimble, responsive performance by reacting to user and system events as they occur. In large-scale...
O’Reilly, 2021. — 277 p. — ISBN 9781492087830. 2021-02-10: First Release Data pipelines are the foundation for success in data analytics. Moving data from numerous diverse sources and transforming it to provide context is the difference between having data and actually gaining value from it. This pocket reference defines data pipelines and explains how they work in today's...
2nd Release. — O’Reilly Media, 2022. — 108 p. — ISBN 9781098130701. Data lakes and warehouses have become increasingly fragile, costly, and difficult to maintain as data gets bigger and moves faster. Data meshes can help your organization decentralize data, giving ownership back to the engineers who produced it. This book provides a concise yet comprehensive overview of data...
O’Reilly Media, Inc., 2023. — 224 p. — ISBN-13: 978-1-098-13597-3. Data lakes and warehouses have become increasingly fragile, costly, and difficult to maintain as data gets bigger and moves faster. Data meshes can help your organization decentralize data, giving ownership back to the engineers who produced it. This book provides a concise yet comprehensive overview of data...
Manning, 2022. — 312 p. — ISBN 1617297305, 9781617297304. A friendly, framework-agnostic tutorial that will help you grok how streaming systems work—and how to build your own! In Grokking Streaming Systems you will learn how to: Implement and troubleshoot streaming systems Design streaming systems for complex functionalities Assess parallelization requirements Spot networking...
CreateSpace Independent Publishing Platform, 2016. — 204 p. — ISBN: 978-1519559722. Data is the new Gold and Analytics is the machinery to mine, mold and mint it. Data analytics has become core to business and decision making. The rapid increase in data volume, velocity and variety, known as big data, offers both opportunities and challenges. While open source solutions to...
Packt, 2022. — 366 p. — ISBN 1803236485, 9781803236483. Build and deploy data pipelines with Alteryx by applying practical DataOps principles Key Features Learn DataOps principles to build data pipelines with Alteryx Build robust data pipelines with Alteryx Designer Use Alteryx Server and Alteryx Connect to share and deploy your data pipelines Book Description Alteryx is a...
Leanpub, 2022-12-19. — 303 р. Doing data engineering without the cloud is hard to imagine nowadays. Does it mean, each cloud provider is different? Well, yes, each of them has its own specificities but it doesn't mean they're completely different. They all support several common data engineering patterns that you will find in the book classified in 7 categories: data...
Apress, 2024. — 378 p. Design and architect new generation cloud-based data warehouses using Azure and AWS. This book provides an in-depth understanding of how to build modern cloud-native data warehouses, as well as their history and evolution. The book starts by covering foundational data warehouse concepts, and introduces modern features such as distributed processing, big...
Early Access Edition. — No Starch Press, 2023. — 514 p. Data-science investigations have brought journalism into the 21st century, and—guided by The Intercept’s infosec expert Micah Lee— this book is your blueprint for uncovering hidden secrets in hacked datasets. In the current age of hacking and whistleblowing, the internet contains massive troves of leaked information. These...
O’Reilly Media, 2021. — 263 p. — ISBN 978-1492062417. Take advantage of today's sky-high demand for data engineers. With this in-depth book, current and aspiring engineers will learn powerful real-world best practices for managing data big and small. Contributors from notable companies including Twitter, Google, Stitch Fix, Microsoft, Capital One, and LinkedIn share their...
O’Reilly Media, 2021. — 250 p. — ISBN 978-1492062417. Take advantage of today's sky-high demand for data engineers. With this in-depth book, current and aspiring engineers will learn powerful real-world best practices for managing data big and small. Contributors from notable companies including Twitter, Google, Stitch Fix, Microsoft, Capital One, and LinkedIn share their...
Pragmatic Bookshelf, 2023. — 108 p. — (Version: P1.0). — ISBN-13: 978-1-68050-980-9. Разработка управления данными с нуля: шесть шагов для создания культуры, основанной на данных Businesses own more data than ever before, but it’s of no value if you don’t know how to use it. Data governance manages the people, processes, and strategy needed for deploying data projects to...
Manning Publications Co., 2023. — 330 p. — ISBN: 978-1633439979. Revolutionize the way your organization approaches data with a data mesh! This new decentralized architecture outpaces monolithic lakes and warehouses and can work for a company of any size. In Data Mesh in Action you will learn how to: Implement a data mesh in your organization Turn data into a data product Move...
Orange Education Pvt Ltd, 2024. — 267 p. — ISBN-13: 978-81-96994-78-5. Navigating Databricks with Ease for Unparalleled Data Engineering Insights. Book Description Ultimate Data Engineering with Databricks is a comprehensive handbook meticulously designed for professionals aiming to enhance their data engineering skills through Databricks. Bridging the gap between foundational...
O’Reilly Media, 2022. — 308 р. — ISBN-13 978-1-492-09628-3. Do your product dashboards look funky? Are your quarterly reports stale? Is the dataset you're using broken or just plain wrong? These problems affect almost every team, yet they're usually addressed on an ad hoc basis and in a reactive manner. If you answered yes to any of the questions above, this book is for you....
O’Reilly Media, Inc., 2024. — 268 p. — ISBN-13: 978-1-098-15622-0. As data continues to grow and become more complex, organizations seek innovative solutions to manage their data effectively. Data mesh is one solution that provides a new approach to managing data in complex organizations. This practical guide offers step-by-step guidance on how to implement data mesh in your...
O’Reilly Media, Inc., 2023. — 264 p. — ISBN-13: 978-1098133290. Quickly detect, troubleshoot, and prevent a wide range of data issues through data observability, a set of best practices that enables data teams to gain greater visibility of data and its usage. If you're a data engineer, data architect, or machine learning engineer who depends on the quality of your data, this...
O’Reilly Media, Inc., 2022. — 446 p. — ISBN-13 978-1-098-10830-4. Data engineering has grown rapidly in the past decade, leaving many software engineers, data scientists, and analysts looking for a comprehensive view of this practice. With this practical book, you'll learn how to plan and build systems to serve the needs of your organization and customers by evaluating the best...
Simbiose Ventures, 2020. — 275 p.— ISBN B08NZYCTQT. When someone asks you, “ what is data? ” do you really know how to answer it correctly? Our practical experience shows that 90% of the people answer yes to this question, but 99% couldn’t explain it correctly . This entry-level book solves this problem for people looking to understand data with a technical or business...
2nd Edition. — O’Reilly Media, Inc., 2023. — 409 p. — ISBN: 978-1-098-15207-9. As data management continues to evolve rapidly, managing all of your data in a central place, such as a data warehouse, is no longer scalable. Today’s world is about quickly turning data into value. This requires a paradigm shift in the way we federate responsibilities, manage data, and make it...
СПб.: Питер, 2022. — 368 c. Методы управления данными и их интеграции быстро развиваются, хранение данных в одном месте становится все сложнее и сложнее масштабировать. Пора разобраться с тем, как перевести сложный и тесно переплетенный ландшафт данных вашего предприятия на более гибкую архитектуру, готовую к современным задачам. Архитекторы и аналитики данных, специалисты по...
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