Flink Cdc
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Data Engineering Fundamentals
DESCRIPTION In today’s data-driven world, mastering data engineering is crucial for anyone looking to build robust data pipelines and extract valuable insights. This book simplifies complex concepts and provides a clear pathway to understanding the core principles that power modern data solutions. It bridges the gap between raw data and actionable intelligence, making data engineering accessible to everyone. This book walks you through the entire data engineering lifecycle. Starting with foundational concepts and data ingestion from diverse sources, you will learn how to build efficient data lakes and warehouses. You will learn data transformation using tools like Apache Spark and the orchestration of data workflows with platforms like Airflow and Argo Workflow. Crucial aspects of data quality, governance, scalability, and performance monitoring are thoroughly covered, ensuring you understand how to maintain reliable and efficient data systems. Real-world use cases across industries like e-commerce, finance, and government illustrate practical applications, while a final section explores emerging trends such as AI integration and cloud advancements. By the end of this book, you will have a solid foundation in data engineering, along with practical skills to help enhance your career. You will be equipped to design, build, and maintain data pipelines, transforming raw data into meaningful insights. WHAT YOU WILL LEARN ● Understand data engineering base concepts and build scalable solutions. ● Master data storage, ingestion, and transformation. ● Orchestrates data workflows and automates pipelines for efficiency. ● Ensure data quality, governance, and security compliance. ● Monitor, optimize, and scale data solutions effectively. ● Explore real-world use cases and future data trends. WHO THIS BOOK IS FOR This book is for aspiring data engineers, analysts, and developers seeking a foundational understanding of data engineering. Whether you are a beginner or looking to deepen your expertise, this book provides you with the knowledge and tools to succeed in today’s data engineering challenges. TABLE OF CONTENTS 1. Understanding Data Engineering 2. Data Ingestion and Acquisition 3. Data Storage and Management 4. Data Transformation and Processing 5. Data Orchestration and Workflows 6. Data Governance Principles 7. Scaling Data Solutions 8. Monitoring and Performance 9. Real-world Data Engineering Use Cases 10. Future Trends in Data Engineering
Iceberg Table Formats and Analytics
"Iceberg Table Formats and Analytics" "Iceberg Table Formats and Analytics" offers a comprehensive, in-depth exploration of Apache Iceberg and the transformative landscape of modern table formats for analytic data lakes. Beginning with a solid grounding in the motivations and architectural innovations underlying next-generation table formats, the book systematically contrasts Iceberg, Delta Lake, and Hudi, while elucidating the principles of scalable storage, transactional integrity, and optimal data access. Readers will find accessible explanations of critical concepts such as ACID guarantees, metadata management, and the foundational file formats that empower high-performance analytics in today's data-driven enterprises. The heart of the book meticulously details Iceberg’s open specification, focusing on advanced schema and partition evolution, manifest file structures, and robust transactional semantics. Through a balanced blend of practical patterns and technical deep dives, the chapters guide data professionals-from engineers to architects-through essential workflows including batch and streaming ingestion, change data capture, upserts, compaction, and conflict management in distributed settings. Cutting-edge sections address query optimization, time travel, cost-based planning, and the integration with leading engines like Spark, Trino, and Flink, equipping the reader to maximize both performance and analytical flexibility in production data lakes. Beyond technical mechanics, the book rigorously addresses security, governance, data lineage, and compliance, charting a path toward operational excellence in cloud-native deployments and cross-cloud architectures. Advanced use cases demonstrate Iceberg’s relevance to machine learning, real-time analytics, and geospatial workloads, while an ecosystem-oriented final section embraces standardization, interoperability, and future trends. Whether you are building large-scale analytic platforms, orchestrating robust ETL pipelines, or pioneering data governance initiatives, "Iceberg Table Formats and Analytics" is an indispensable resource for mastering the evolving landscape of data lake architecture.
AWS Certified Data Engineer Study Guide
Your complete Guide to preparing for the AWS® Certified Data Engineer: Associate exam The AWS® Certified Data Engineer Study Guide is your one-stop resource for complete coverage of the challenging DEA-C01 Associate exam. This Sybex Study Guide covers 100% of the DEA-C01 objectives. Prepare for the exam faster and smarter with Sybex thanks to accurate content including, an assessment test that validates and measures exam readiness, real-world examples and scenarios, practical exercises, and challenging chapter review questions. Reinforce and retain what you’ve learned with the Sybex online learning environment and test bank, accessible across multiple devices. Get ready for the AWS Certified Data Engineer exam – quickly and efficiently – with Sybex. Coverage of 100% of all exam objectives in this Study Guide means you’ll be ready for: Data Ingestion and Transformation Data Store Management Data Operations and Support Data Security and Governance ABOUT THE AWS DATA ENGINEER – ASSOCIATE CERTIFICATION The AWS Data Engineer – Associate certification validates skills and knowledge in core data-related Amazon Web Services. It recognizes your ability to implement data pipelines and to monitor, troubleshoot, and optimize cost and performance issues in accordance with best practices Interactive learning environment Take your exam prep to the next level with Sybex’s superior interactive online study tools. To access our learning environment, simply visit www.wiley.com/go/sybextestprep, register your book to receive your unique PIN, and instantly gain one year of FREE access after activation to: • Interactive test bank with 5 practice exams to help you identify areas where further review is needed. Get more than 90% of the answers correct, and you’re ready to take the certification exam. • 100 electronic flashcards to reinforce learning and last-minute prep before the exam • Comprehensive glossary in PDF format gives you instant access to the key terms so you are fully prepared