Accelerated Devops With Ai Ml Rpa
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Accelerated Devops With Ai Ml Rpa
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Author : Stephen Fleming
language : en
Publisher: Stephen Fleming
Release Date : 2020-07-14
Accelerated Devops With Ai Ml Rpa written by Stephen Fleming and has been published by Stephen Fleming this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-07-14 with Computers categories.
What comes to your mind after reading the below statements from a renowned industry research firm? It is predicted that a large enterprise exclusive use of AIOps and digital experience monitoring tools to monitor applications and infrastructure will rise from 5% in 2018 to 30% in 2023. Also, Only 47% of machine learning models are making it into production (Comes MLOPS!) Do you have similar thoughts? Is it just a new Buzzword or repackaging of the existing system? If it’s for real, how is it going to impact the Business/Industry? How my business or job would get impacted? If it has just started, how can I leverage from wherever I am? Which are the major players/startups in this area? Depending on your role, it may be useful for you to know about AIOPS & MLOPS: If you are a Business Consultant trying to make the system more efficient and profitable, reaping the benefits of Automation in your application development process If you are a Technology Consultant and want to make your operation more Agile, Automated and easily deployable If you are a Technology Professional looking for a role in these upcoming areas to be an early adopter in your organization or just starting your career and want to understand the ecosystem If you are from HR or Training field and want to understand the job/Training requirements for these upcoming roles Beyond the apparent hustle and bustle of buzzwords and nomenclature every year, I genuinely believe that AI would drastically change the software development and deployment model in the next two years, and all these new startups would drive this change. It’s astonishing how fast this cycle is moving. Especially for us who had seen the world before the internet came into our daily lives!!This book is my attempt to update you on the unfolding story of AIOPS and MLOPS as “story till now. “ So here is to our Continuous Learning and Progress! Cheers.
Accelerated Devops With Ai Ml And Rpa
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Author : Stephen Fleming
language : en
Publisher: Independently Published
Release Date : 2019-10-26
Accelerated Devops With Ai Ml And Rpa written by Stephen Fleming and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-10-26 with categories.
What comes to your mind after reading the below statements from a renowned industry research firm? It is predicted that a large enterprise exclusive use of AIOps and digital experience monitoring tools to monitor applications and infrastructure will rise from 5% in 2018 to 30% in 2023. Also, Only 47% of machine learning models are making it into production (Comes MLOPS!) Do you have similar thoughts? Is it just a new Buzzword or repackaging of the existing system? If it's for real, how is it going to impact the Business/Industry? How my business or job would get impacted? If it has just started, how can I leverage from wherever I am? Which are the major players/startups in this area? Depending on your role, it may be useful for you to know about AIOPS & MLOPS: If you are a Business Consultant trying to make the system more efficient and profitable, reaping the benefits of Automation in your application development process If you are a Technology Consultant and want to make your operation more Agile, Automated and easily deployable If you are a Technology Professional looking for a role in these upcoming areas to be an early adopter in your organization or just starting your career and want to understand the ecosystem If you are from HR or Training field and want to understand the job/Training requirements for these upcoming roles Beyond the apparent hustle and bustle of buzzwords and nomenclature every year, I genuinely believe that AI would drastically change the software development and deployment model in the next two years, and all these new startups would drive this change. It's astonishing how fast this cycle is moving. Especially for us who had seen the world before the internet came into our daily lives!!This book is my attempt to update you on the unfolding story of AIOPS and MLOPS as "story till now. " So here is to our Continuous Learning and Progress! Cheers.
Accelerated Devops With Ai Ml Rpa
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Author : Stephen Fleming
language : en
Publisher: Stephen Fleming
Release Date : 2019-11-18
Accelerated Devops With Ai Ml Rpa written by Stephen Fleming and has been published by Stephen Fleming this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-11-18 with categories.
It is predicted that a large enterprise exclusive use of AIOps and digital experience monitoring tools to monitor applications and infrastructure will rise from 5% in 2018 to 30% in 2023. Also, Only 47% of machine learning models are making it into production (Comes MLOPS!)
Ai Driven Iot Systems For Industry 4 0
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Author : Deepa Jose
language : en
Publisher: CRC Press
Release Date : 2024-07-30
Ai Driven Iot Systems For Industry 4 0 written by Deepa Jose and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-07-30 with Computers categories.
The purpose of this book is to discuss the trends and key drivers of Internet of Things (IoT) and artificial intelligence (AI) for automation in Industry 4.0. IoT and AI are transforming the industry thus accelerating efficiency and forging a more reliable automated enterprise. AI-driven IoT systems for Industry 4.0 explore current research to be carried out in the cutting-edge areas of AI for advanced analytics, integration of industrial IoT (IIoT) solutions and Edge components, automation in cyber-physical systems, world leading Industry 4.0 frameworks and adaptive supply chains, etc. A thorough exploration of Industry 4.0 is provided, focusing on the challenges of digital transformation and automation. It covers digital connectivity, sensors, and the integration of intelligent thinking and data science. Emphasizing the significance of AI, the chapter delves into optimal decision-making in Industry 4.0. It extensively examines automation and hybrid edge computing architecture, highlighting their applications. The narrative then shifts to IIoT and edge AI, exploring their convergence and the use of edge AI for visual insights in smart factories. The book concludes by discussing the role of AI in constructing digital twins, speeding up product development lifecycles, and offering insights for decision-making in smart factories. Throughout, the emphasis remains on the transformative impact of deep learning and AI in automating and accelerating manufacturing processes within the context of Industry 4.0. This book is intended for undergraduates, postgraduates, academicians, researchers, and industry professionals in industrial and computer engineering.
Enterprise Devops For Architects
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Author : Jeroen Mulder
language : en
Publisher: Packt Publishing Ltd
Release Date : 2021-11-11
Enterprise Devops For Architects written by Jeroen Mulder 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 2021-11-11 with Computers categories.
An architect's guide to designing, implementing, and integrating DevOps in the enterprise Key FeaturesDesign a DevOps architecture that is aligned with the overall enterprise architectureDesign systems that are ready for AIOps and make the move toward NoOpsArchitect and implement DevSecOps pipelines, securing the DevOps enterpriseBook Description Digital transformation is the new paradigm in enterprises, but the big question remains: is the enterprise ready for transformation using native technology embedded in Agile/DevOps? With this book, you'll see how to design, implement, and integrate DevOps in the enterprise architecture while keeping the Ops team on board and remaining resilient. The focus of the book is not to introduce the hundreds of different tools that are available for implementing DevOps, but instead to show you how to create a successful DevOps architecture. This book provides an architectural overview of DevOps, AIOps, and DevSecOps – the three domains that drive and accelerate digital transformation. Complete with step-by-step explanations of essential concepts, practical examples, and self-assessment questions, this DevOps book will help you to successfully integrate DevOps into enterprise architecture. You'll learn what AIOps is and what value it can bring to an enterprise. Lastly, you will learn how to integrate security principles such as zero-trust and industry security frameworks into DevOps with DevSecOps. By the end of this DevOps book, you'll be able to develop robust DevOps architectures, know which toolsets you can use for your DevOps implementation, and have a deeper understanding of next-level DevOps by implementing Site Reliability Engineering (SRE). What you will learnCreate DevOps architecture and integrate it with the enterprise architectureDiscover how DevOps can add value to the quality of IT deliveryExplore strategies to scale DevOps for an enterpriseArchitect SRE for an enterprise as next-level DevOpsUnderstand AIOps and what value it can bring to an enterpriseCreate your AIOps architecture and integrate it into DevOpsCreate your DevSecOps architecture and integrate it with the existing DevOps setupApply zero-trust principles and industry security frameworks to DevOpsWho this book is for This book is for enterprise architects and consultants who want to design DevOps systems for the enterprise. It provides an architectural overview of DevOps, AIOps, and DevSecOps. If you're looking to learn about the implementation of various tools within the DevOps toolchain in detail, this book is not for you.
Ai Integration In Software Development And Operations
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Author : Abhinav Krishna Kaiser
language : en
Publisher: Springer Nature
Release Date : 2024-12-20
Ai Integration In Software Development And Operations written by Abhinav Krishna Kaiser and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-20 with Computers categories.
Discover how Artificial Intelligence (AI) is transforming the fields of software development, testing, and IT operations by enhancing efficiency, reducing human error, and accelerating processes. This book showcases the practical applications of AI-driven tools, such as automating coding, testing, and operational tasks, predicting potential issues, and optimizing performance. Aimed at digital leaders, practitioners, and customers, this book provides strategic insights and actionable guidance on how to integrate AI technologies to boost productivity, enhance product quality, and streamline development cycles. It serves as a comprehensive guide for those looking to leverage AI to drive innovation, cut costs, and stay competitive in an ever-evolving technological landscape. You’ll explore how AI can be integrated into software development, testing, and IT operations to improve efficiency, accuracy, and speed. Through real-world use cases, you’ll see how AI-driven tools can automate tasks, reduce human error, and improve processes across the development lifecycle. AI Integration in Software Development and Operations offers actionable insights on using AI to accelerate innovation, enhance product quality, and optimize costs in your modern software and IT environments. What You Will Learn Review the SDLC lifecycle, DevOps, SRE and accompanying topics Understand machine learning basics, AI techniques, and data preprocessing for DevOps Explore how AI integration into all phases of SDLC boosts productivity, increases effectiveness, and reduces human error Gain a familiarity with AI tools, their use cases, and the value in integrating them Who This Book is For Software engineers, developers, programmers, DevOps engineers, and AI practitioners who are interested in integrating AI into their DevOps practices.
Oral Surgery Innovations Advancing Dental Procedures For Optimal Outcomes
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Author : Dr. H. Hari Kishore Bhat
language : en
Publisher: Inkbound Publishers
Release Date : 2023-03-14
Oral Surgery Innovations Advancing Dental Procedures For Optimal Outcomes written by Dr. H. Hari Kishore Bhat and has been published by Inkbound Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-03-14 with Medical categories.
Explore the latest innovations in oral surgery with this comprehensive guide. Focusing on advanced procedures and technologies, this book aims to improve patient outcomes and provide oral surgeons with the tools to stay at the forefront of their field.
Accelerating Software Quality
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Author : Eran Kinsbruner
language : en
Publisher: Independently Published
Release Date : 2020-08-10
Accelerating Software Quality written by Eran Kinsbruner and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-08-10 with categories.
The book "Accelerating Software Quality: Machine Learning and Artificial Intelligence in the Age of DevOps" is a complete asset for software developers, testers, and managers that are on their journey to a more mature DevOps workflow, and struggle with better automation and data-driven decision making. DevOps is a mature process across the entire market, however, with existing Non-AI/ML technologies and models, it comes short in expediting release cycle, identifying productivity gaps and addressing them. This book, that was implemented by myself with the help of leaders from the DevOps and test automation space, is covering topics from basic introduction to AI and ML in software development and testing, implications of AI and ML on existing apps, processes, and tools, practical tips in applying commercial and open-source AI/ML tools within existing tool chain, chat-bots testing, visual based testing using AI, automated security scanning for vulnerabilities, automated code reviews, API testing and management using AI/ML, reducing effort and time through test impact analysis (TIA), robotic process automation (RPA), AIOps for smarter code deployments and production defects prevention, and many more.When properly leveraging such tools, DevOps teams can benefit from greater code quality and functional and non-functional test automation coverage. This increases their release cycle velocity, reduces noise and software waste, and enhances their app quality.The book is divided into 3 main sections: *Section 1 covers the fundamentals of AI and ML in software development and testing. It includes introductions, definitions, 101 for testing AI-Based applications, classifications of AI/ML and defects that are tied to AI/ML, and more.*Section 2 focuses on practical advises and recommendations for using AI/ML based solutions within software development activities. This section includes topics like visual AI test automation, AI in test management, testing conversational AI applications, RPA benefits, API testing and much more.*Section 3 covers the more advanced and future-looking angles of AI and ML with projections and unique use cases. Among the topics in this section are AI and ML in logs observability, AIOps benefits to an entire DevOps teams, how to maintain AI/ML test automation, Test impact analysis with AI, and more.The book is packed with many proven best practices, real life examples, and many other open source and commercial solution recommendations that are set to shape the future of DevOps together with ML/AI
Ultimate Itil 4 For Scaling Itsm In Enterprise
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Author : Sankarsan Biswas
language : en
Publisher: Orange Education Pvt Ltd
Release Date : 2025-07-28
Ultimate Itil 4 For Scaling Itsm In Enterprise written by Sankarsan Biswas 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 2025-07-28 with Computers categories.
TAGLINE Confidently Scale ITSM Using ITIL® 4, DevOps, and Cloud. KEY FEATURES ● Scalable ITIL® 4 strategies tailored for complex enterprise needs. ● Seamless integration with Agile, DevOps, Cloud, and Digital tools. ● Practical frameworks for KPIs, performance, and ITSM governance. DESCRIPTION ITIL® 4 is the foundation for modern, scalable, and value-driven IT Service Management (ITSM). But mastering its true potential requires more than certification. Ultimate ITIL® 4 for Scaling ITSM in Enterprise is your definitive guide to evolving from foundational knowledge to transformational leadership. Whether you're an ITSM practitioner, consultant, or technology leader, this book takes you beyond the basics—deep into the realities of applying ITIL® 4 in today’s hybrid, fast-paced environments shaped by Agile, DevOps, Cloud, and Digital Transformation. You’ll begin with a solid refresh of the core concepts, then advance through ITIL® 4’s critical practices—from governance, risk, and continual improvement to technical integration and enterprise-scale implementation. Along the way, you'll learn to craft scalable workflows, embed KPIs, measure value, align with business outcomes, and build ITSM ecosystems that thrive across geographies and functions. This isn’t just a theory book—it’s a strategic playbook for real-world impact. You’ll close each chapter better equipped to drive operational excellence and future-proof your ITSM capabilities in a digital-first world. If you’re serious about turning ITIL® 4 into a competitive advantage and don’t want to be left behind in the next wave of enterprise transformation, this is the book for you! WHAT WILL YOU LEARN ● Apply advanced ITIL® 4 strategies in complex enterprise settings. ● Integrate ITIL® 4 with Agile, DevOps, Cloud, and AI practices. ● Design resilient ITSM workflows aligned to business objectives. ● Build governance models that ensure value and compliance. ● Measure service value using KPIs, SLAs, and metrics frameworks. ● Lead continual improvement and prepare for future ITSM trends. WHO IS THIS BOOK FOR? This book is for ITSM professionals, consultants, managers, and enterprise leaders with a foundational understanding of ITIL® 4. It's ideal for those aiming to scale ITSM across large organizations, integrate with Agile, DevOps, and Cloud, and deliver measurable business value through service excellence. Whether you're leading digital transformation, optimizing operations, or preparing for senior ITSM roles, this book equips you with the insights and tools to lead with confidence in a complex, evolving IT landscape. TABLE OF CONTENTS 1. Introduction to Advanced ITIL4 Concepts 2. Revisiting ITIL4 Basics 3. ITIL4’s Role in Digital Transformation 4. General Management Practices 5. Service Management Practices 6. Technical Management Practices 7. Integrating ITIL4 with Modern Frameworks 8. Scaling ITIL4 in Large Enterprises 9. Measuring ITIL4 Performance and Value Creation 10. Governance and Continual Improvement 11. Emerging Trends and Technologies in ITIL4 12. Overcoming Challenges in ITIL4 Implementation 13. The Road Ahead for ITIL4 Professionals Index
Ultimate Itil 4 For Scaling Itsm In Enterprises Design Scalable Integrated It Service Management Systems Itsms With Itil 4 Devops Cloud And Agile For Complex It Ecosystems
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Author : Sankarsan Biswas
language : en
Publisher: Orange Education Pvt Limited
Release Date : 2025-07-28
Ultimate Itil 4 For Scaling Itsm In Enterprises Design Scalable Integrated It Service Management Systems Itsms With Itil 4 Devops Cloud And Agile For Complex It Ecosystems written by Sankarsan Biswas and has been published by Orange Education Pvt Limited this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-28 with Computers categories.
Confidently Scale ITSM Using ITIL® 4, DevOps, and Cloud. Key Features● Scalable ITIL® 4 strategies tailored for complex enterprise needs.● Seamless integration with Agile, DevOps, Cloud, and Digital tools.● Practical frameworks for KPIs, performance, and ITSM governance. Book DescriptionITIL® 4 is the foundation for modern, scalable, and value-driven IT Service Management (ITSM). But mastering its true potential requires more than certification. Ultimate ITIL® 4 for Scaling ITSM in Enterprise is your definitive guide to evolving from foundational knowledge to transformational leadership. Whether you're an ITSM practitioner, consultant, or technology leader, this book takes you beyond the basics—deep into the realities of applying ITIL® 4 in today’s hybrid, fast-paced environments shaped by Agile, DevOps, Cloud, and Digital Transformation. You’ll begin with a solid refresh of the core concepts, then advance through ITIL® 4’s critical practices—from governance, risk, and continual improvement to technical integration and enterprise-scale implementation. Along the way, you'll learn to craft scalable workflows, embed KPIs, measure value, align with business outcomes, and build ITSM ecosystems that thrive across geographies and functions. This isn’t just a theory book—it’s a strategic playbook for real-world impact. You’ll close each chapter better equipped to drive operational excellence and future-proof your ITSM capabilities in a digital-first world. If you’re serious about turning ITIL® 4 into a competitive advantage and don’t want to be left behind in the next wave of enterprise transformation, this is the book for you! What you will learn● Apply advanced ITIL® 4 strategies in complex enterprise settings.● Integrate ITIL® 4 with Agile, DevOps, Cloud, and AI practices.● Design resilient ITSM workflows aligned to business objectives.● Build governance models that ensure value and compliance.● Measure service value using KPIs, SLAs, and metrics frameworks.● Lead continual improvement and prepare for future ITSM trends.