Machine Learning Fundamentals in Action A Step-by-Step Guide to Implementing Machine Learning Solutions

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Author :
Publisher : Konstantin Titov
ISBN 13 :
Total Pages : 228 pages
Book Rating : 4./5 ( download)

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Book Synopsis Machine Learning Fundamentals in Action A Step-by-Step Guide to Implementing Machine Learning Solutions by : Konstantin Titov

Download or read book Machine Learning Fundamentals in Action A Step-by-Step Guide to Implementing Machine Learning Solutions written by Konstantin Titov and published by Konstantin Titov. This book was released on with total page 228 pages. Available in PDF, EPUB and Kindle. Book excerpt: Master Machine Learning Fundamentals Whether you’re an aspiring data scientist, business professional, or curious learner, Machine Learning Fundamentals in Action is your essential guide to the world of machine learning. Packed with practical examples and real-world applications, this book helps you navigate key concepts and techniques transforming industries today. Unlock the Power of Machine Learning Discover every step, from data preparation to building and deploying models, with clear and actionable insights. Who Is This Book For? Aspiring Data Scientists: Build a solid foundation in ML concepts. Business Professionals: Use data-driven decisions to solve challenges. Developers and Engineers: Get hands-on experience with model-building techniques. Curious Learners: Understand ML with easy, step-by-step explanations. What You’ll Learn: Core ML principles and real-world applications Types of ML: Supervised, Unsupervised, and Reinforcement Learning Advanced topics: Neural networks, deep learning, and more How to deploy models and avoid common pitfalls Start your machine learning journey today!

Neural Network Design

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Publisher :
ISBN 13 : 9789812403766
Total Pages : pages
Book Rating : 4.4/5 (37 download)

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Book Synopsis Neural Network Design by : Martin T. Hagan

Download or read book Neural Network Design written by Martin T. Hagan and published by . This book was released on 2003 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Digital Transformation

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Publisher : Springer Nature
ISBN 13 : 3662650045
Total Pages : 522 pages
Book Rating : 4.6/5 (626 download)

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Book Synopsis Digital Transformation by : Birgit Vogel-Heuser

Download or read book Digital Transformation written by Birgit Vogel-Heuser and published by Springer Nature. This book was released on 2023-02-02 with total page 522 pages. Available in PDF, EPUB and Kindle. Book excerpt: Digital Transformation in Industry 4.0/5.0 requires the effective and efficient application of digitalization technologies in the area of production systems. This book elaborates on concepts, techniques, and technologies from computer science in the context of Industry 4.0/5.0 and demonstrates their possible applications. Thus, the book serves as an orientation but also as a reference work for experts in the field of Industry 4.0/5.0 to successfully advance digitization in their companies.

DevSecOps Transformation Control Framework

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Author :
Publisher : Michael Bergman
ISBN 13 :
Total Pages : 109 pages
Book Rating : 4./5 ( download)

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Book Synopsis DevSecOps Transformation Control Framework by : Michael Bergman

Download or read book DevSecOps Transformation Control Framework written by Michael Bergman and published by Michael Bergman. This book was released on 2024-08-22 with total page 109 pages. Available in PDF, EPUB and Kindle. Book excerpt: This quick read book defines the DevSecOps Transformation Control Framework. Providing security control checklists for every phase of DevSecOps. Detailing a multidisciplinary transformation effort calling to action the Governance, Risk, and Compliance teams, along with security, auditors, and developers. The uniqueness of these checklists lies in their phase-specific design and focus on aligning security with the team's existing way of working. They align the skills required to execute security mechanisms with those of the team executing each phase. Asserting that a close alignment, is less disruptive to the team's way of working, and consequently more conducive to maintaining the delivery speed of DevSecOps. The checklists encapsulate alignment initiatives that first enhance tried and tested security processes, like data risk assessments, threat analysis and audits, keeping their effectiveness but adapting them to the speed of DevSecOps. Secondly, it uses container technologies as catalysts to streamline the integration of security controls, piggy-backing off the automated progression of containers through the pipeline, to automate the execution and testing of security controls. Providing a blueprint for organisations seeking to secure their system development approach while maintaining its speed.

Architecture of Computing Systems

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Publisher : Springer Nature
ISBN 13 : 3031427858
Total Pages : 333 pages
Book Rating : 4.0/5 (314 download)

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Book Synopsis Architecture of Computing Systems by : Georgios Goumas

Download or read book Architecture of Computing Systems written by Georgios Goumas and published by Springer Nature. This book was released on 2023-09-26 with total page 333 pages. Available in PDF, EPUB and Kindle. Book excerpt: T​his book constitutes the proceedings of the 36th International Conference on Architecture of Computing Systems, ARCS 2023, which took place in Athens, Greece, in June 2023. The 18 full papers in this volume were carefully reviewed and selected from 35 submissions. ARCS provides a platform covering newly emerging and cross-cutting topics, such as autonomous and ubiquitous systems, reconfigurable computing and acceleration, neural networks and artificial intelligence. The selected papers cover a variety of topics from the ARCS core domains, including energy efficiency, applied machine learning, hardware and software system security, reliable and fault-tolerant systems and organic computing. Back to top

MITRE Systems Engineering Guide

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Publisher :
ISBN 13 : 9780615974422
Total Pages : pages
Book Rating : 4.9/5 (744 download)

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Book Synopsis MITRE Systems Engineering Guide by :

Download or read book MITRE Systems Engineering Guide written by and published by . This book was released on 2012-06-05 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

A Field Guide to Digital Transformation

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Publisher : Addison-Wesley Professional
ISBN 13 : 0137571917
Total Pages : 361 pages
Book Rating : 4.1/5 (375 download)

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Book Synopsis A Field Guide to Digital Transformation by : Thomas Erl

Download or read book A Field Guide to Digital Transformation written by Thomas Erl and published by Addison-Wesley Professional. This book was released on 2021-12-22 with total page 361 pages. Available in PDF, EPUB and Kindle. Book excerpt: Your Complete Guide to Digital Transformation A Field Guide to Digital Transformation is the definitive book on digital transformation. Top-selling IT author Thomas Erl and long-time practitioner Roger Stoffers combine to provide comprehensive, yet easy-to-understand coverage of essential digital transformation concepts, practices, and technologies in the format of a plain-English tutorial written for any IT professionals, students, or decision-makers. With more than 160 diagrams, this guide provides a highly visual exploration of what digital transformation is, how it works, and the techniques and technologies required to successfully build modern-day digital transformation solutions. Learn from the experts and: Discover what digital transformation is, why it emerged and when to apply it Identify the significant business benefits that successful digital transformations can deliver and how to turn your organization into a “disruptive” force Prepare for and overcome the common challenges associated with digital transformation initiatives Understand the data-driven nature of digital transformation solutions and how they use and continually accumulate data intelligence Understand how digital transformation solutions can utilize AI technology for intelligent automated decision-making Gain insight into customer-centricity and how its practices are applied as part of digital transformations Explore key digital transformation automation technologies, such as Robotic Process Automation (RPA), Internet of Things (IoT), Blockchain. and Cloud Computing Explore key digital transformation data science technologies, such as Artificial Intelligence (AI), Machine Learning, and Big Data Analysis and Analytics The book concludes with a uniquely detailed and highly visual real-world business scenario that provides step-by-step insights into how a digital transformation solution works, how it utilizes data intelligence to improve customer relationship building, and how it collects new data intelligence in support of enhancing future business capabilities.

The Definitive Guide to Data Integration

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Publisher : Packt Publishing Ltd
ISBN 13 : 1837634777
Total Pages : 490 pages
Book Rating : 4.8/5 (376 download)

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Book Synopsis The Definitive Guide to Data Integration by : Pierre-Yves BONNEFOY

Download or read book The Definitive Guide to Data Integration written by Pierre-Yves BONNEFOY and published by Packt Publishing Ltd. This book was released on 2024-03-29 with total page 490 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn the essentials of data integration with this comprehensive guide, covering everything from sources to solutions, and discover the key to making the most of your data stack Key Features Learn how to leverage modern data stack tools and technologies for effective data integration Design and implement data integration solutions with practical advice and best practices Focus on modern technologies such as cloud-based architectures, real-time data processing, and open-source tools and technologies Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionThe Definitive Guide to Data Integration is an indispensable resource for navigating the complexities of modern data integration. Focusing on the latest tools, techniques, and best practices, this guide helps you master data integration and unleash the full potential of your data. This comprehensive guide begins by examining the challenges and key concepts of data integration, such as managing huge volumes of data and dealing with the different data types. You’ll gain a deep understanding of the modern data stack and its architecture, as well as the pivotal role of open-source technologies in shaping the data landscape. Delving into the layers of the modern data stack, you’ll cover data sources, types, storage, integration techniques, transformation, and processing. The book also offers insights into data exposition and APIs, ingestion and storage strategies, data preparation and analysis, workflow management, monitoring, data quality, and governance. Packed with practical use cases, real-world examples, and a glimpse into the future of data integration, The Definitive Guide to Data Integration is an essential resource for data eclectics. By the end of this book, you’ll have the gained the knowledge and skills needed to optimize your data usage and excel in the ever-evolving world of data.What you will learn Discover the evolving architecture and technologies shaping data integration Process large data volumes efficiently with data warehousing Tackle the complexities of integrating large datasets from diverse sources Harness the power of data warehousing for efficient data storage and processing Design and optimize effective data integration solutions Explore data governance principles and compliance requirements Who this book is for This book is perfect for data engineers, data architects, data analysts, and IT professionals looking to gain a comprehensive understanding of data integration in the modern era. Whether you’re a beginner or an experienced professional enhancing your knowledge of the modern data stack, this definitive guide will help you navigate the data integration landscape.

Proceedings of the Seventeenth Annual Conference of the Cognitive Science Society

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Author :
Publisher : Psychology Press
ISBN 13 : 9780805821598
Total Pages : 828 pages
Book Rating : 4.8/5 (215 download)

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Book Synopsis Proceedings of the Seventeenth Annual Conference of the Cognitive Science Society by : Cognitive Science Society (U.S.). Conference

Download or read book Proceedings of the Seventeenth Annual Conference of the Cognitive Science Society written by Cognitive Science Society (U.S.). Conference and published by Psychology Press. This book was released on 1995 with total page 828 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume features the complete text of all regular papers, posters, and summaries of symposia presented at the 17th annual meeting of the Cognitive Science Society.

Amazon Redshift: The Definitive Guide

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Publisher : "O'Reilly Media, Inc."
ISBN 13 : 109813527X
Total Pages : 465 pages
Book Rating : 4.0/5 (981 download)

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Book Synopsis Amazon Redshift: The Definitive Guide by : Rajesh Francis

Download or read book Amazon Redshift: The Definitive Guide written by Rajesh Francis and published by "O'Reilly Media, Inc.". This book was released on 2023-10-03 with total page 465 pages. Available in PDF, EPUB and Kindle. Book excerpt: Amazon Redshift powers analytic cloud data warehouses worldwide, from startups to some of the largest enterprise data warehouses available today. This practical guide thoroughly examines this managed service and demonstrates how you can use it to extract value from your data immediately, rather than go through the heavy lifting required to run a typical data warehouse. Analytic specialists Rajesh Francis, Rajiv Gupta, and Milind Oke detail Amazon Redshift's underlying mechanisms and options to help you explore out-of-the box automation. Whether you're a data engineer who wants to learn the art of the possible or a DBA looking to take advantage of machine learning-based auto-tuning, this book helps you get the most value from Amazon Redshift. By understanding Amazon Redshift features, you'll achieve excellent analytic performance at the best price, with the least effort. This book helps you: Build a cloud data strategy around Amazon Redshift as foundational data warehouse Get started with Amazon Redshift with simple-to-use data models and design best practices Understand how and when to use Redshift Serverless and Redshift provisioned clusters Take advantage of auto-tuning options inherent in Amazon Redshift and understand manual tuning options Transform your data platform for predictive analytics using Redshift ML and break silos using data sharing Learn best practices for security, monitoring, resilience, and disaster recovery Leverage Amazon Redshift integration with other AWS services to unlock additional value

Legacy Systems

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Publisher :
ISBN 13 :
Total Pages : 456 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Legacy Systems by : William M. Ulrich

Download or read book Legacy Systems written by William M. Ulrich and published by . This book was released on 2002 with total page 456 pages. Available in PDF, EPUB and Kindle. Book excerpt: In Legacy Systems: Transformation Strategies, leading IT and business architecture consultant William Ulrich presents a step-by-step, phased roadmap to legacy transformation that maximizes business value, while minimizing cost, disruption, and risk. Transformation strategies, organizing disciplines, techniques, and tools reduce the risks of deploying the component-based architectures you need to stay competitive while maximizing the business value of core systems that work.

The Digital Transformation Playbook

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Publisher : Columbia University Press
ISBN 13 : 0231541651
Total Pages : 267 pages
Book Rating : 4.2/5 (315 download)

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Book Synopsis The Digital Transformation Playbook by : David L. Rogers

Download or read book The Digital Transformation Playbook written by David L. Rogers and published by Columbia University Press. This book was released on 2016-04-05 with total page 267 pages. Available in PDF, EPUB and Kindle. Book excerpt: Rethink your business for the digital age. Every business begun before the Internet now faces the same challenge: How to transform to compete in a digital economy? Globally recognized digital expert David L. Rogers argues that digital transformation is not about updating your technology but about upgrading your strategic thinking. Based on Rogers's decade of research and teaching at Columbia Business School, and his consulting for businesses around the world, The Digital Transformation Playbook shows how pre-digital-era companies can reinvigorate their game plans and capture the new opportunities of the digital world. Rogers shows why traditional businesses need to rethink their underlying assumptions in five domains of strategy—customers, competition, data, innovation, and value. He reveals how to harness customer networks, platforms, big data, rapid experimentation, and disruptive business models—and how to integrate these into your existing business and organization. Rogers illustrates every strategy in this playbook with real-world case studies, from Google to GE, from Airbnb to the New York Times. With practical frameworks and nine step-by-step planning tools, he distills the lessons of today's greatest digital innovators and makes them usable for businesses at any stage. Many books offer advice for digital start-ups, but The Digital Transformation Playbook is the first complete treatment of how legacy businesses can transform to thrive in the digital age. It is an indispensable guide for executives looking to take their firms to the next stage of profitable growth.

Virtualization, A Beginner's Guide

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Publisher : McGraw Hill Professional
ISBN 13 : 0071614028
Total Pages : 463 pages
Book Rating : 4.0/5 (716 download)

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Book Synopsis Virtualization, A Beginner's Guide by : Nelson Ruest

Download or read book Virtualization, A Beginner's Guide written by Nelson Ruest and published by McGraw Hill Professional. This book was released on 2009-03-31 with total page 463 pages. Available in PDF, EPUB and Kindle. Book excerpt: Migrate to a dynamic, on-demand data delivery platform "If you're looking to hit the ground running with any virtualization project, large or small, this book is going to give you the start you need, and along the way will offer you some cautionary tales that will even take some seasoned virtualization veterans by surprise." --From the foreword by Chris Wolf, Senior Analyst, Burton Group Transform your IT infrastructure into a leaner, greener datacenter with expert guidance from a pair of industry professionals. Through clear explanations, examples, and a five-step deployment plan, Virtualization: A Beginner's Guide shows you how to maximize the latest technologies from Citrix, Microsoft, and VMware. Consolidate your servers, set up virtual machines and applications, and manage virtual desktop environments. You'll also learn how to implement reliable security, monitoring, and backup procedures. Select a virtualization platform and develop rollout plans Perform pre-deployment network and workstation tests Configure virtual machines, storage devices, and workloads Set up and secure a fully virtualized and highly available server environment Manage a centralized, on-demand application delivery framework Handle volatile and persistent desktop virtualization Use hypervisors to facilitate workload delivery Implement failsafe system backup and recovery strategies

Telecom Extreme Transformation

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Publisher : CRC Press
ISBN 13 : 1000404684
Total Pages : 250 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Telecom Extreme Transformation by : Kaveh Hushyar

Download or read book Telecom Extreme Transformation written by Kaveh Hushyar and published by CRC Press. This book was released on 2021-07-28 with total page 250 pages. Available in PDF, EPUB and Kindle. Book excerpt: The extreme transformation from a traditional Communication Service Provider (CSP) to a Digital Service Provider (DSP) status is covered in this book, specifically: Redefinition of the offerings of "connectivity services" to "digital services"; unification of legacy redundant networks into one; Redefinition of the measurements to customer-centric QoE for all digital and connectivity services; the Best-in-Industry processes and practices to ensure a sustainable network performance at a competitively operational efficiency; a Service-over-IP (SoIP) platform to enable the introduction of unified new services with a time-to-market urgency; the regulatory arrangement for content purification, to liberalize CSPs to become DSPs; an architecture for data mining and analytics; and a migration plan from a CSP to a DSP status. The book is recommended for telecom and digital service professionals planning to embark on transformational projects; telecom and technology equipment manufacturers to help with product development for a DSP status; institutional investors to evaluate and establish their investment decisions; telecom management consultants to help with a solid benchmark for transformation engagement; university students, majoring in telecommunication and technology products as a guide for career planning.

Enterprise Digital Transformation

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Publisher : CRC Press
ISBN 13 : 1000540545
Total Pages : 439 pages
Book Rating : 4.0/5 (5 download)

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Book Synopsis Enterprise Digital Transformation by : Sathyan Munirathinam

Download or read book Enterprise Digital Transformation written by Sathyan Munirathinam and published by CRC Press. This book was released on 2022-02-18 with total page 439 pages. Available in PDF, EPUB and Kindle. Book excerpt: Digital transformation (DT) has become a buzzword. Every industry segment across the globe is consciously jumping toward digital innovation and disruption to get ahead of their competitors. In other words, every aspect of running a business is being digitally empowered to reap all the benefits of the digital paradigm. All kinds of digitally enabled businesses across the globe are intrinsically capable of achieving bigger and better things for their constituents. Their consumers, clients, and customers will realize immense benefits with real digital transformation initiatives and implementations. The much-awaited business transformation can be easily and elegantly accomplished with a workable and winnable digital transformation strategy, plan, and execution. There are several enablers and accelerators for realizing the much-discussed digital transformation. There are a lot of digitization and digitalization technologies available to streamline and speed up the process of the required transformation. Industrial Internet of Things (IIoT) technologies in close association with decisive advancements in the artificial intelligence (AI) space can bring forth the desired transitions. The other prominent and dominant technologies toward forming digital organizations include cloud IT, edge/fog computing, real-time data analytics platforms, blockchain technology, digital twin paradigm, virtual and augmented reality (VR/AR) techniques, enterprise mobility, and 5G communication. These technological innovations are intrinsically competent and versatile enough to fulfill the varying requirements for establishing and sustaining digital enterprises. Enterprise Digital Transformation: Technology, Tools, and Use Cases features chapters on the evolving aspects of digital transformation and intelligence. It covers the unique competencies of digitally transformed enterprises, IIoT use cases, and applications. It explains promising technological solutions widely associated with digital innovation and disruption. The book focuses on setting up and sustaining smart factories that are fulfilling the Industry 4.0 vision that is realized through the IIoT and allied technologies.

Hands-on Ansible Automation

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Publisher : BPB Publications
ISBN 13 : 9355515596
Total Pages : 377 pages
Book Rating : 4.3/5 (555 download)

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Book Synopsis Hands-on Ansible Automation by : Luca Berton

Download or read book Hands-on Ansible Automation written by Luca Berton and published by BPB Publications. This book was released on 2023-07-21 with total page 377 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unleash the Power of Automation: Your Guide to Ansible Mastery KEY FEATURES ● Comprehensive coverage of Ansible essentials and practical applications in Linux and Windows environments. ● Step-by-step guidance for setting up and configuring Ansible environments. ● In-depth exploration of playbook development for automating configuration management, deployment, and orchestration tasks. ● Advanced techniques for leveraging Ansible Automation Platform and Morpheus for enhanced performance. ● Troubleshooting strategies and best practices to overcome roadblocks in Ansible implementation. ● Enhance Ansible workflows with troubleshooting, best practices, and integrations for optimal performance and expand capabilities in configuration management, GUI, RBAC, and third-party systems. DESCRIPTION Hands-on Ansible Automation is a comprehensive guide by expert Luca Berton that equips readers with the skills to proficiently automate configuration management, deployment, and orchestration tasks. Starting with Ansible basics, the book covers workflow, architecture, and environment setup, progressing to executing core tasks such as provisioning, configuration management, application deployment, automation, and orchestration. Advanced topics include Ansible Automation Platform, Morpheus, cloud computing (with an emphasis on Amazon Web Services), and Kubernetes container orchestration. The book addresses common challenges, offers best practices for successful automation implementation, and guides readers in developing a beginner-friendly playbook using Ansible code. With Ansible's widespread adoption and market demand, this guide positions readers as sought-after experts in infrastructure automation. Suitable for system administrators, network administrators, developers, and managers, this book empowers readers to revolutionize IT operations, unlocking new levels of efficiency and productivity. Embrace Ansible automation today and transform the way you work. WHAT YOU WILL LEARN ● Gain a comprehensive knowledge of Ansible and its practical applications in Linux and Windows environments. ● Set up and configure Ansible environments, execute automation tasks, and manage configurations. ● Deploy applications and orchestrate complex workflows using Ansible. ● Learn advanced techniques such as utilizing the Ansible Automation Platform for improved performance. ● Acquire troubleshooting skills, implement best practices, and design efficient playbooks to streamline operations. ● Revolutionize infrastructure management, automate routine tasks, and achieve unprecedented efficiency and scalability within organizations. WHO THIS BOOK IS FOR This book is targeted towards beginners as well as developers who wish to learn and extract the best out of Ansible for automating their tasks. Whether you are a system administrator, network administrator, developer, or manager, this book caters to all audiences involved in IT operations. No prior knowledge of Ansible is required as the book starts with the basics and gradually progresses to advanced topics. However, familiarity with Linux, command-line interfaces, and basic system administration concepts would be beneficial. By the end of the book, readers will have a solid foundation in Ansible and be ready to implement automation solutions in their organizations. TABLE OF CONTENTS 1. Introduction to Ansible Automation 2. Ansible Basics and Core Concepts 3. Extending Ansible’s Capabilities 4. Managing Linux Systems with Ansible 5. Automating Windows Infrastructure with Ansible 6. Troubleshooting Ansible Deployments 7. Scaling Up with Ansible Enterprise 8. Advanced Ansible Techniques

International Journal of Networking and Virtual Organisations

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Author :
Publisher :
ISBN 13 :
Total Pages : 588 pages
Book Rating : 4.3/5 ( download)

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Book Synopsis International Journal of Networking and Virtual Organisations by :

Download or read book International Journal of Networking and Virtual Organisations written by and published by . This book was released on 2002 with total page 588 pages. Available in PDF, EPUB and Kindle. Book excerpt: