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Serverless Etl And Analytics With Aws Glue

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Serverless Etl And Analytics With Aws Glue

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Author : Vishal Pathak
language : en
Publisher: Packt Publishing Ltd
Release Date : 2022-08-30

Serverless Etl And Analytics With Aws Glue written by Vishal Pathak and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-08-30 with Computers categories.

Build efficient data lakes that can scale to virtually unlimited size using AWS Glue Key Features Book DescriptionOrganizations these days have gravitated toward services such as AWS Glue that undertake undifferentiated heavy lifting and provide serverless Spark, enabling you to create and manage data lakes in a serverless fashion. This guide shows you how AWS Glue can be used to solve real-world problems along with helping you learn about data processing, data integration, and building data lakes. Beginning with AWS Glue basics, this book teaches you how to perform various aspects of data analysis such as ad hoc queries, data visualization, and real-time analysis using this service. It also provides a walk-through of CI/CD for AWS Glue and how to shift left on quality using automated regression tests. You’ll find out how data security aspects such as access control, encryption, auditing, and networking are implemented, as well as getting to grips with useful techniques such as picking the right file format, compression, partitioning, and bucketing. As you advance, you’ll discover AWS Glue features such as crawlers, Lake Formation, governed tables, lineage, DataBrew, Glue Studio, and custom connectors. The concluding chapters help you to understand various performance tuning, troubleshooting, and monitoring options. By the end of this AWS book, you’ll be able to create, manage, troubleshoot, and deploy ETL pipelines using AWS Glue.What you will learn Apply various AWS Glue features to manage and create data lakes Use Glue DataBrew and Glue Studio for data preparation Optimize data layout in cloud storage to accelerate analytics workloads Manage metadata including database, table, and schema definitions Secure your data during access control, encryption, auditing, and networking Monitor AWS Glue jobs to detect delays and loss of data Integrate Spark ML and SageMaker with AWS Glue to create machine learning models Who this book is for ETL developers, data engineers, and data analysts

Serverless Etl And Analytics With Aws Glue

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Author : Vishal Pathak
language : en
Publisher: Packt Publishing Ltd
Release Date : 2022-08-30

Aws Glue For Data Engineers

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Author : Robert Johnson
language : en
Publisher: HiTeX Press
Release Date : 2025-02-02

Aws Glue For Data Engineers written by Robert 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 2025-02-02 with Computers categories.

"AWS Glue for Data Engineers: Serverless ETL Made Easy" is an indispensable resource for data engineers seeking to master the art of efficient data integration and transformation in the cloud. This comprehensive guide provides an in-depth exploration of AWS Glue, a powerful tool that streamlines the extract, transform, and load (ETL) processes. Whether you are a novice or an experienced professional, this book is structured to enhance your understanding, covering everything from setup and configuration to advanced features and integrations with other AWS services. Within its pages, readers will discover seamless ways to optimize workflows, harness the full potential of serverless computing, and ensure robust data security and compliance. The book artfully combines practical insights with best practices, guiding you through the complexities of ETL with clear, step-by-step instructions. With real-world use cases and practical examples, it provides a robust framework for leveraging AWS Glue’s capabilities to drive your data engineering tasks, offering solutions to common challenges faced in modern data ecosystems. "AWS Glue for Data Engineers" is not just a technical manual; it’s a strategic roadmap for data professionals striving to enhance their skills in the rapidly evolving field of cloud computing. By adopting its methodologies, you can optimize your ETL workflows, reduce costs, and increase efficiency. Equip yourself with the knowledge to transform your data management practices and create scalable, dynamic systems that meet today’s business demands. Let this book be your guide to unlocking new efficiencies and innovations in your data engineering journey.

Iceberg Table Formats And Analytics

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Author : Richard Johnson
language : en
Publisher: HiTeX Press
Release Date : 2025-05-26

Iceberg Table Formats And Analytics 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 2025-05-26 with Computers categories.

"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.

Data Analytics With Generative Ai

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Author : Younish P
language : en
Publisher: Bookbeens
Release Date : 2025-06-03

Data Analytics With Generative Ai written by Younish P and has been published by Bookbeens this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-03 with Computers categories.

Data Analytics with Generative AI book by Younish P, published by Bookbeens.com, offers a comprehensive introduction to the intersection of data analytics and modern AI tools. The book begins with the fundamentals of data analytics, guiding readers through essential steps like data cleaning, handling, extraction, and transformation. It covers univariate and bivariate analysis to help interpret data patterns, and explores DBMS integration with AI for enhanced data management. Readers learn SQL for analytics, alongside the basics of Python programming, progressing to data manipulation and visualization in Python. A standout feature is its deep dive into Generative AI tools, showing how AI can automate and augment data workflows. Real-world case studies enrich the content, making it practical and application-driven. Ideal for students, analysts, and professionals, this book bridges foundational techniques with cutting-edge AI capabilities.

Ultimate Aws Certified Solutions Architect Professional Exam Sapc02 Guide

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Author : Gaurav H Kankaria
language : en
Publisher: Orange Education Pvt Ltd
Release Date : 2025-02-15

Ultimate Aws Certified Solutions Architect Professional Exam Sapc02 Guide written by Gaurav H Kankaria and has been published by Orange Education Pvt Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-15 with Computers categories.

TAGLINE Pass the AWS Solutions Architect Pro Exam with Confidence. KEY FEATURES ● Dive deep into all critical areas of the exam, including advanced architecture, cost optimization, high availability, and security. ● Engage with interactive exercises that simulate real-world cloud challenges. ● Learn from experienced professionals who share insider tips, proven strategies, and common pitfalls to avoid. DESCRIPTION The AWS Certified Solutions Architect Professional certification is a vital credential for IT professionals seeking to advance their careers in cloud architecture. Mastering the complexities of AWS requires a deep understanding of its architecture and services. The Ultimate AWS Certified Solutions Architect Professional Exam Guide is your comprehensive resource to conquering the AWS Certified Solutions Architect Professional exam. It is designed to equip you with the knowledge and practical skills necessary to design and deploy scalable, high-performing, and cost-effective cloud solutions. Delve into core AWS services, advanced architecture patterns, and best practices. Explore topics such as VPC design, security, high availability, cost optimization, and more. Each chapter offers in-depth explanations, real-world examples, and exercises to solidify your understanding. By the end of this book, you will be confident in architecting robust cloud solutions, troubleshooting complex issues, and successfully passing the AWS Certified Solutions Architect Professional exam. With a solid grasp of AWS architecture and a proven exam preparation strategy, you will be well-prepared to excel as a cloud architect and drive innovation within your organization. WHAT WILL YOU LEARN ● Design scalable, secure, and cost-effective cloud architectures on AWS. ● Master VPC design, security, and implement high-availability best practices. ● Optimize AWS services for peak performance, reliability, and cost efficiency. ● Troubleshoot complex cloud infrastructure issues with precision and confidence. ● Prepare effectively for the AWS Solution Architect Professional certification exam. ● Gain practical experience through real-world scenarios and hands-on exercises. WHO IS THIS BOOK FOR? This book is tailored for IT professionals aiming for the AWS Certified Solutions Architect Professional certification. It is also ideal for experienced Solution Architects looking to enhance their expertise and for those working in cloud computing roles who need a deep understanding of AWS architecture and best practices. TABLE OF CONTENTS 1. Introduction to AWS Solution Architect Professional Exam 2. Advanced Architecting on AWS 3. Security Practices in AWS 4. High Availability and Disaster Recovery 5. Performance Optimization and Scalability 6. Cost Optimization 7. Migration and Modernization 8. DevOps and Continuous Delivery 9. Advanced Networking and Content Delivery 10. Big Data and Analytics 11. Serverless Computing and Microservices 12. Emerging Technologies and Trends 13. Preparing for Exam Index

Aws Certified Cloud Practitioner Exam Guide

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Author : Rajesh Daswani
language : en
Publisher: Packt Publishing Ltd
Release Date : 2022-01-13

Aws Certified Cloud Practitioner Exam Guide written by Rajesh Daswani and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-01-13 with Computers categories.

Develop proficiency in AWS technologies and validate your skills by becoming an AWS Certified Cloud Practitioner Key FeaturesDevelop the skills to design highly available and fault-tolerant solutions in the cloudLearn how to adopt best-practice security measures in your cloud applicationsAchieve credibility through industry-recognized AWS Cloud Practitioner certificationBook Description Amazon Web Services is the largest cloud computing service provider in the world. Its foundational certification, AWS Certified Cloud Practitioner (CLF-C01), is the first step to fast-tracking your career in cloud computing. This certification will add value even to those in non-IT roles, including professionals from sales, legal, and finance who may be working with cloud computing or AWS projects. If you are a seasoned IT professional, this certification will make it easier for you to prepare for more technical certifications to progress up the AWS ladder and improve your career prospects. The book is divided into four parts. The first part focuses on the fundamentals of cloud computing and the AWS global infrastructure. The second part examines key AWS technology services, including compute, network, storage, and database services. The third part covers AWS security, the shared responsibility model, and several security tools. In the final part, you'll study the fundamentals of cloud economics and AWS pricing models and billing practices. Complete with exercises that highlight best practices for designing solutions, detailed use cases for each of the AWS services, quizzes, and two complete practice tests, this CLF-C01 exam study guide will help you gain the knowledge and hands-on experience necessary to ace the AWS Certified Cloud Practitioner exam. What you will learnCreate an AWS account to access AWS cloud services in a secure and isolated environmentUnderstand identity and access management (IAM), encryption, and multifactor authentication (MFA) protectionConfigure multifactor authentication for your IAM accountsConfigure AWS services such as EC2, ECS, Lambda, VPCs, and Route53Explore various storage and database services such as S3, EBS, and Amazon RDSStudy the fundamentals of modern application design to shift from a monolithic to microservices architectureDesign highly available solutions with decoupling ingrained in your design architectureWho this book is for If you're looking to advance your career and gain expertise in cloud computing, with particular focus on the AWS platform, this book is for you. This guide will help you ace the AWS Certified Cloud Practitioner Certification exam, enabling you to embark on a rewarding career in cloud computing. No previous IT experience is essential to get started with this book, since it covers core IT fundamentals from the ground up.

Mastering Aws For Cloud Professionals

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Author : Manjit Chakraborty
language : en
Publisher: BPB Publications
Release Date : 2024-11-08

Mastering Aws For Cloud Professionals written by Manjit Chakraborty and has been published by BPB Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-08 with Computers categories.

DESCRIPTION Unlock the power of AWS and elevate your cloud expertise with "Mastering AWS for Cloud Professionals." This comprehensive guide illuminates the path to cloud mastery, offering a blend of theoretical knowledge and practical expertise. Dive deep into Amazon Web Services (AWS), exploring its vast potential to revolutionize business operations and IT infrastructure. This book offers a visually enriched approach to learning AWS, using diagrams and illustrations to simplify complex concepts. Drawing from real-world experiences, it provides practical insights into implementing AWS in enterprise environments. Learn containerization through practical case studies and industry-proven methodologies, and master AWS monitoring tools for optimizing cloud-based applications and infrastructure. This comprehensive guide ensures a deep understanding of AWS solutions for practical use. With real-life scenarios and practical examples woven throughout, you will not only understand AWS solutions but will also be able to apply them effectively. You will be well-versed in leveraging AWS services to design, deploy, and manage secure, scalable, and cost-effective cloud solutions. You will understand how to optimize your cloud environment for performance and efficiency, ensuring your applications are always available and reliable. KEY FEATURES ● Comprehensive exploration of cloud computing principles and AWS-specific methodologies. ● Simplify complex AWS concepts with clear, visual diagrams and illustrations. ● Bridge the gap between theory and practice with industry-relevant architectures. WHAT YOU WILL LEARN ● Master AWS architectural fundamentals and build flexible, scalable cloud solutions. ● Design and deploy high-performance, globally distributed applications. ● Harness the power of containerization and serverless computing paradigms. ● Architect microservices and apply AWS Well-Architected Framework best practices. ● Leverage data analytics and machine learning capabilities in cloud environments. ● Secure, monitor, analyze, and optimize AWS deployments using native observability tools. WHO THIS BOOK IS FOR This book is tailored for a diverse audience of technology professionals, including cloud architects, system engineers, software developers, and IT operations specialists. This comprehensive guide serves as an excellent resource for those preparing for the AWS Solution Architect certification exam. TABLE OF CONTENTS 1. AWS Architectural Fundamentals 2. AWS Networking: Basic Constructs 3. AWS Networking: Advanced Constructs 4. AWS Compute 5. AWS Storage 6. AWS Database 7. Data Analytics 8. Containers in AWS ECS 9. Containers in AWS EKS 10. Microservices 11. ML and GenAI 12. Security in AWS 13. Observability in AWS

Aws Certified Solutions Architect Associate Saa C03 Exam Guide

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Author : Michelle Chismon
language : en
Publisher: Packt Publishing Ltd
Release Date : 2024-11-29

Aws Certified Solutions Architect Associate Saa C03 Exam Guide written by Michelle Chismon and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-29 with Computers categories.

The definitive blueprint for passing the AWS Solutions Architect Associate exam, combining exam strategies with practical expertise in delivering Amazon Web Services solutions to transform your professional credentials Purchase of this book unlocks access to web-based exam prep resources including mock exams, flashcards, and exam tips, and the eBook pdf Key Features Master the essential topics required to pass the AWS SAA-C03 exam and excel in AWS roles Learn proven strategies and practical tips for optimizing AWS solutions from seasoned AWS experts Build confidence with exam-level practice questions and comprehensive preparation tools Book DescriptionMake the most of AWS’ unparalleled opportunities for professionals seeking to reskill and future-proof their careers with this comprehensive guide, serving as your strategic pathway to enhancing your career potential and validating your expertise with an AWS certification. With Michelle Chismon’s unique blend of academic credentials, industry-spanning cloud consulting experience, and role as an AWS Authorized Instructor training global audiences, combined with Kate Gawron's extensive career in applications and databases and AWS expertise helping clients optimize their AWS environments, this exam guide offers technical depth, practical insights, and teaching expertise to help you master AWS. Packed with detailed explanations, chapter-end review questions, and exam-level mock exams, this all-in-one exam guide equips you to excel. From essential design and architectural principles, including building secure, resilient systems and optimizing costs, to key exam domains, such as VPCs, serverless computing, and database design, you’ll cover every aspect of the AWS SAA-C03 exam. In addition to technical knowledge, this guide offers exam strategies and expert tips, to build confidence and increase your chances of success. Begin your certification journey and turn your AWS certification into a springboard for success in cloud computing.What you will learn Identify key AWS services for seamless deployments Apply robust security measures for secure AWS solutions Utilize efficient data transfer methods to streamline operations Compare AWS compute, storage, and database options for best fit Design and implement highly resilient architectures on AWS Leverage AWS security tools to protect data and applications Develop cost-optimized applications that scale dynamically to meet changing demands Interpret AWS exam questions strategically to maximize your chances of selecting the correct answers Who this book is for This book is for anyone with a background in designing IT systems, whether from an application, database, or infrastructure perspective, and looking to gain new skills for working with AWS. It’s ideal for those preparing for the AWS SAA-C03 exam or aiming to become an AWS Certified Solutions Architect. You should have a strong infrastructure background and understand the basics of servers, networks, and application design. AWS knowledge isn't required but a basic understanding of cloud versus on-premises is helpful.

Data Science Ai And Blockchain

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Author : Ekaaksh Deshpande
language : en
Publisher: Educohack Press
Release Date : 2025-02-20

Data Science Ai And Blockchain written by Ekaaksh Deshpande and has been published by Educohack Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-20 with Computers categories.

"Data Science, AI, and Blockchain: Integrated Approaches" emerges as a beacon for undergraduate students navigating the intricate landscapes of these transformative technologies. Our primary objective is to empower students with a comprehensive understanding of the synergy between Data Science, Artificial Intelligence (AI), and Blockchain, recognizing them as pivotal forces propelling innovation across diverse industries. We begin with Data Science, centered on extracting knowledge and insights from vast datasets, navigating through fundamental principles, methodologies, and tools. Real-world applications illustrate the significance of data-driven decision-making. Seamlessly moving into Artificial Intelligence, the book demystifies the algorithms underpinning intelligent systems. By weaving together theoretical concepts with practical examples, students gain insights into machine learning, natural language processing, and computer vision. Ethical considerations accompany the exploration, urging students to contemplate societal impacts. The exploration culminates in Blockchain, a revolutionary technology disrupting traditional notions of trust and transparency. Students understand how Blockchain secures transactions, empowers smart contracts, and transforms industries. Practical insights into building decentralized applications (DApps) are provided. Interactive elements, case studies, and exercises engage students actively. By fostering a multidisciplinary approach, we aim to equip undergraduates with the knowledge and skills needed to thrive in a world where the convergence of Data Science, AI, and Blockchain is reshaping the future.

Serverless Etl And Analytics With Aws Glue

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