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Fundamentals of Data Engineering: Plan and Build Robust Data Systems
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- 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 technologies available through the framework of the data engineering lifecycle.Authors Joe Reis and Matt Housley walk you through the data engineering lifecycle and show you how to stitch together a variety of cloud technologies to serve the needs of downstream data consumers. You'll understand how to apply the concepts of data generation, ingestion, orchestration, transformation, storage, and governance that are critical in any data environment regardless of the underlying technology.This book will help you:Get a concise overview of the entire data engineering landscapeAssess data engineering problems using an end-to-end framework of best practicesCut through marketing hype when choosing data technologies, architecture, and processesUse the data engineering lifecycle to design and build a robust architectureIncorporate data governance and security across the data engineering lifecycle
| Publisher | O'Reilly Media |
| Publication date | July 26, 2022 |
| Edition | 1st |
| Language | English |
| Print length | 447 pages |
| ISBN-10 | 1098108302 |
| ISBN-13 | 978-1098108304 |
| Item Weight | 2.31 pounds (1.05 kg) |
| Dimensions | 7 x 1 x 9.25 inches (17.8 x 2.5 x 23.5 cm) |
Who Should Buy?
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Aspiring Data Engineers
This book provides foundational knowledge crucial for those starting their career in data engineering.
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Data Professionals
Professionals looking to enhance their skills in building and managing data systems will find valuable insights.
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Project Managers
Managers overseeing data projects can benefit from understanding data engineering principles and best practices.
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Beginners in Tech
Complete beginners may find the content challenging without prior knowledge of data concepts and engineering.
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Data Modeling & Design Editorial Review
"Fundamentals of Data Engineering: Plan and Build Robust Data Systems 1st Edition" is a book that aims to present a full picture of the whole data science pipeline through the data engineering lens. However, some customers found the book unnecessarily long and unengaging in its presentation. They also criticized the authors' lack of discussion about how data science, particularly in its modeling and algorithm sense, fits into data engineering. Despite these criticisms, some customers found the book well-organized, easy to read, and with many insights in every chapter. They also praised the authors' conversational tone and their ability to provide a good balance between the main framework of data engineering and new concepts in the field.
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Pros
- Well-organized
- Easy to read
- Provides insights in every chapter
- Presents a good balance between the main framework of data engineering and new concepts in the field
- Written in a conversational tone
Cons
- Some customers found the book unnecessarily long and unengaging in its presentation
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