Luigi Workflow Systems In Data Engineering
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Luigi Workflow Systems In Data Engineering
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Author : Richard Johnson
language : en
Publisher: HiTeX Press
Release Date : 2025-06-12
Luigi Workflow Systems In Data Engineering written by Richard Johnson and has been published by HiTeX Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-12 with Computers categories.
"Luigi Workflow Systems in Data Engineering" "Luigi Workflow Systems in Data Engineering" offers a comprehensive exploration of Luigi as a cornerstone for modern data pipeline orchestration. Beginning with the evolution of workflow management in data engineering, the book presents a nuanced discussion of the critical challenges posed by today’s complex, large-scale data systems and the necessity for robust orchestration. It sets Luigi within a diverse landscape of workflow systems, contrasting legacy architectures with current, maintainable solutions, and guiding readers through contemporary trends such as declarative pipeline definitions. The heart of the text delves deeply into Luigi’s architectural foundations, task modeling, and extensibility features. Readers gain in-depth knowledge of Luigi’s approach to dependency management, configuration, environment isolation, and security, all framed through practical design patterns and real-world implementation strategies. The book details how to develop, test, and maintain scalable and resilient pipelines, with a strong focus on reliability, modularity, auditability, and best practices for handling failures, complex dependencies, and parameter management. Moving beyond the fundamentals, "Luigi Workflow Systems in Data Engineering" illuminates Luigi’s vital role in the broader data engineering ecosystem. The volume describes powerful integrations with databases, filesystems, distributed compute frameworks, and cloud-native architectures. With chapters on observability, governance, and advanced use cases—such as machine learning pipelines, real-time analytics, and hybrid cloud deployments—the book concludes by envisioning Luigi’s future, examining innovations like serverless orchestration, AI-driven workflow optimization, and the ongoing evolution of Luigi’s vibrant open-source community. This is an essential resource for data engineers and architects seeking both foundational mastery and cutting-edge insight into orchestrated data workflows.
The Art Of Data Engineering Building Ai Driven Pipelines And Intelligent Systems
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Author : Muneer Ahmed Salamkar
language : en
Publisher: Libertatem Media Private Limited
Release Date : 2024-02-28
The Art Of Data Engineering Building Ai Driven Pipelines And Intelligent Systems written by Muneer Ahmed Salamkar and has been published by Libertatem Media Private Limited this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-02-28 with Computers categories.
In the age of AI, the backbone of intelligent systems lies in the seamless flow of high-quality data. The Art of Data Engineering: Building AI-Driven Pipelines and Intelligent Systems is an essential guide for data engineers, AI practitioners, and technology leaders seeking to design scalable, efficient, and intelligent data ecosystems. This book explores the critical role of data engineering in AI success, offering a comprehensive framework for building robust data pipelines that power machine learning models and real-time decision-making systems. From foundational concepts to advanced techniques, readers will learn how to design modular pipelines, leverage real-time analytics, and optimize data storage solutions using cutting-edge tools like Apache Kafka, Spark, and Databricks. With practical case studies across industries such as finance, healthcare, and e-commerce, the book demonstrates how intelligent data systems transform raw data into actionable insights. Key topics include data transformation, feature engineering, cloud-based architectures, and ethical considerations in AI. Whether you're architecting real-time fraud detection systems or developing recommendation engines, The Art of Data Engineering equips professionals with the skills to design resilient pipelines that drive innovation. This book is your definitive roadmap to mastering the intersection of data engineering and AI, empowering you to build the next generation of intelligent systems.
Efficient Workflow Orchestration With Oozie
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Author : Richard Johnson
language : en
Publisher: HiTeX Press
Release Date : 2025-06-05
Efficient Workflow Orchestration With Oozie written by Richard Johnson and has been published by HiTeX Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-05 with Computers categories.
"Efficient Workflow Orchestration with Oozie" "Efficient Workflow Orchestration with Oozie" is the definitive guide for data engineers, architects, and operations professionals who are looking to master end-to-end workflow orchestration in distributed big data environments. This comprehensive book begins by grounding readers in the essential principles of workflow orchestration—covering foundational concepts, patterns, and the limitations of manual job scheduling. It offers a critical comparison between leading orchestrators such as Oozie, Airflow, and Luigi, highlighting Oozie’s unique strengths in Hadoop-centric architectures, as well as the vital topics of security, governance, and reproducibility within enterprise-scale data pipelines. Delving into Oozie’s core architecture, the book meticulously explains the lifecycle of workflow jobs, the configuration and extension capabilities, and advanced error handling and compensation strategies. Practical sections cover modeling robust workflows with Oozie’s XML-based language, best practices for parameterization and modularization, and sophisticated control flow constructs. Real-world solutions for workflow scheduling, event handling, interdependent pipeline coordination, and large-scale management are explored alongside seamless integrations with the Hadoop ecosystem—including HDFS, YARN, Hive, Pig, Spark, and critical data ingest tools—ensuring readers are well-equipped to build and operate production-scale pipelines. With in-depth guidance on operationalization, the text addresses monitoring, debugging, diagnostics, zero-downtime upgrades, and strategies for high availability. Dedicated chapters on security offer best practices for identity propagation, fine-grained authorization, data privacy, and threat modeling. The book concludes with forward-looking insights into the future of orchestration—including Kubernetes-native, serverless, and event-driven paradigms—and provides actionable strategies for migration, interoperability, and the evolution of workflow ecosystems. Whether you're modernizing legacy systems or designing new data architectures, this book is your essential resource for building reliable, secure, and scalable big data workflows with Oozie.
Software Development
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Author : Phil Gilberts
language : en
Publisher: Freegulls Publishing House
Release Date :
Software Development written by Phil Gilberts and has been published by Freegulls Publishing House this book supported file pdf, txt, epub, kindle and other format this book has been release on with Computers categories.
This book consists of 4 titles, which are these: 1 - Data Engineering: Welcome to the world of data engineering, where the raw material of the digital age—data—is transformed into actionable insights that drive decisions, innovations, and advancements across industries. This book is your gateway into understanding and mastering the essential principles, practices, and technologies that underpin the field of data engineering. 2 - Information Technology: Information Technology (IT) refers to the use of computers, software, and networks to manage, process, store, and communicate information. It encompasses a broad range of activities and applications, including hardware and software development, network design and management, data storage and analysis, and cybersecurity. 3 - Software Engineering: Software Engineering encompasses a methodical approach to developing and maintaining software systems. It involves several key phases, each crucial to ensuring the success of the project. During the Requirements Analysis phase, software engineers collaborate with stakeholders to understand and document the system's needs and constraints. This ensures a clear understanding of what the software should accomplish. 4 - Wordpress: WordPress is a widely-used content management system (CMS) that has been empowering millions of websites since its launch in 2003. Initially created as a blogging platform, WordPress has grown into a comprehensive tool suitable for a variety of web projects, ranging from personal blogs and small business websites to large-scale e-commerce platforms and corporate sites.
Introducing Data Science For Beginners 2025 Learn Data Analysis Visualization Machine Learning Basics
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Author : A. Ali
language : en
Publisher: Code Academy
Release Date : 2025-05-07
Introducing Data Science For Beginners 2025 Learn Data Analysis Visualization Machine Learning Basics written by A. Ali and has been published by Code Academy this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-07 with Computers categories.
Introducing Data Science for Beginners 2025 is your essential guide to understanding the fundamentals of data science, even if you have no prior experience. This beginner-friendly book breaks down core concepts such as data analysis, visualization, statistics, and the basics of machine learning. With real-world examples and simplified explanations, it helps you build a strong foundation in Python, data handling, and decision-making through data. Whether you're a student, professional, or enthusiast, this book provides the perfect starting point to enter the world of data science with confidence.
Financial Data Engineering
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Author : Tamer Khraisha
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2024-10-09
Financial Data Engineering written by Tamer Khraisha and has been published by "O'Reilly Media, Inc." this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-09 with Business & Economics categories.
Today, investment in financial technology and digital transformation is reshaping the financial landscape and generating many opportunities. Too often, however, engineers and professionals in financial institutions lack a practical and comprehensive understanding of the concepts, problems, techniques, and technologies necessary to build a modern, reliable, and scalable financial data infrastructure. This is where financial data engineering is needed. A data engineer developing a data infrastructure for a financial product possesses not only technical data engineering skills but also a solid understanding of financial domain-specific challenges, methodologies, data ecosystems, providers, formats, technological constraints, identifiers, entities, standards, regulatory requirements, and governance. This book offers a comprehensive, practical, domain-driven approach to financial data engineering, featuring real-world use cases, industry practices, and hands-on projects. You'll learn: The data engineering landscape in the financial sector Specific problems encountered in financial data engineering The structure, players, and particularities of the financial data domain Approaches to designing financial data identification and entity systems Financial data governance frameworks, concepts, and best practices The financial data engineering lifecycle from ingestion to production The varieties and main characteristics of financial data workflows How to build financial data pipelines using open source tools and APIs Tamer Khraisha, PhD, is a senior data engineer and scientific author with more than a decade of experience in the financial sector.
Leveraging Applications Of Formal Methods Verification And Validation Software Engineering
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Author : Tiziana Margaria
language : en
Publisher: Springer Nature
Release Date : 2022-10-19
Leveraging Applications Of Formal Methods Verification And Validation Software Engineering written by Tiziana Margaria and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-10-19 with Computers categories.
This four-volume set LNCS 13701-13704 constitutes contributions of the associated events held at the 11th International Symposium on Leveraging Applications of Formal Methods, ISoLA 2022, which took place in Rhodes, Greece, in October/November 2022. The contributions in the four-volume set are organized according to the following topical sections: specify this - bridging gaps between program specification paradigms; x-by-construction meets runtime verification; verification and validation of concurrent and distributed heterogeneous systems; programming - what is next: the role of documentation; automated software re-engineering; DIME day; rigorous engineering of collective adaptive systems; formal methods meet machine learning; digital twin engineering; digital thread in smart manufacturing; formal methods for distributed computing in future railway systems; industrial day.
Data Pioneers Unlocking Big Data Engineering Potential
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Author : Ravi Kumar Burila
language : en
Publisher: Libertatem Media Private Limited
Release Date : 2024-06-19
Data Pioneers Unlocking Big Data Engineering Potential written by Ravi Kumar Burila and has been published by Libertatem Media Private Limited this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-06-19 with Business & Economics categories.
The era of big data has revolutionized industries, but navigating its complexities requires a deep understanding of engineering principles and cutting-edge tools. Data Pioneers: Unlocking Big Data Engineering Potential serves as a comprehensive guide for data engineers and IT professionals eager to master the art and science of big data systems. This book covers the evolution of big data, emphasizing core concepts like structured, semi-structured, and unstructured data while introducing readers to essential frameworks, including Hadoop, Apache Spark, and Delta Lake. Dive into the design and architecture of scalable pipelines, comparing batch and real- time processing, and learn how to harness tools like Kafka, Airflow, and NiFi to orchestrate seamless data flows. Beyond the technical, the book addresses vital aspects like data quality, governance, and security, offering strategies to ensure data accuracy, lineage, and compliance. From integrating data across APIs, databases, and sensors to leveraging cloud-native architectures for scalability, this guide equips readers with the knowledge to optimize every aspect of their data ecosystems. With practical insights, advanced analytics techniques, and real-world case studies, Data Pioneers delves into performance optimization, resource management, and the future of big data, exploring trends like AI integration and data fabric concepts. Whether you ’ re a seasoned engineer or new to the field, this book provides a roadmap to unlocking the full potential of big data engineering, driving innovation, and achieving sustainable growth in today’s data- driven world.
Orchestration Systems And Design
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Author : Richard Johnson
language : en
Publisher: HiTeX Press
Release Date : 2025-06-04
Orchestration Systems And Design written by Richard Johnson and has been published by HiTeX Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-04 with Computers categories.
"Orchestration Systems and Design" "Orchestration Systems and Design" delivers a definitive exploration of the principles, architectures, and emerging trends shaping modern orchestrated systems. Starting with a rigorous foundation in distributed systems, the book distinguishes the nuance between automation and orchestration, unpacks state management, event models, and established workflow patterns, all while emphasizing a systems thinking approach. Readers gain not only exposure to key concepts but also a historical context, providing a comprehensive understanding of how orchestration has evolved in line with distributed and cloud-native environments. The book transitions seamlessly from architectural best practices to advanced applications, thoroughly examining centralized and decentralized models, microservices orchestration, workflow engines, and API-driven design. It presents deep dives into leading container orchestration platforms like Kubernetes, Nomad, and Swarm, covering resource management, extensibility, security, and multi-tenancy. Further chapters grapple with the complexity of distributed workflow orchestration, including durable workflows, human-in-the-loop processes, artifact management, and idempotency, empowering readers to design resilient and flexible orchestration pipelines. Beyond technical architectures, "Orchestration Systems and Design" rigorously addresses critical concerns such as reliability, security, and compliance. It offers actionable guidance on failure mitigation, disaster recovery, observability, and policy enforcement, connecting these themes to imperative areas like DevOps, CI/CD integration, and large-scale performance optimization. The book concludes by surveying the frontiers of orchestration—serverless, edge, IoT, AIOps, and decentralized approaches—offering insights into the research challenges and future directions that will define the discipline in the years ahead.
Engineering
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Author : Phil Gilberts
language : en
Publisher: Freegulls Publishing House
Release Date :
Engineering written by Phil Gilberts and has been published by Freegulls Publishing House this book supported file pdf, txt, epub, kindle and other format this book has been release on with Computers categories.
This is a gigantic bundle of books that features the following titles: Aeronautical Management Aerospace Engineering Biomedical Engineering Chemical Engineering Civil Engineering Construction Data Engineering Electrical Engineering Environmental Engineering Industrial Designs Informatics Information Technology Mechanical Engineering Software Engineering Wordpress