Author: Vishwas Madhuvarshi
Publisher: Packt Publishing Ltd
ISBN: 1801071365
Category : Computers
Languages : en
Pages : 526
Book Description
Build intelligent bots with a low-code design studio from SAP to automate repetitive manual processes and thus save precious labor hours and improve the business process efficiency Key Features • Perform quick integration with an older system where building a standard integration might be too expensive • Avoid erroneous data caused by inadvertent errors introduced by human actors due to lack of checks • Increase productivity by working on high-value-added activities Book Description SAP Intelligent Robotic Process Automation (RPA) enables businesses to automate repetitive work and integrate automation capabilities across SAP and non-SAP systems. This book provides end-to-end coverage of business process automation using SAP Intelligent RPA and shows how to build multiple SAP Intelligent RPA projects from start to finish. Some of these projects may build upon the work done in previous chapters to showcase the Agile development process in SAP Intelligent RPA. As you progress, you'll cover the SAP Intelligent RPA factory, Desktop Studio, Cloud Studio, and the Bot store. You'll also learn about the building blocks of the SAP Intelligent RPA solution and creating bots from initial application declaration to workflow design and deployment, along with making bots run in attended and unattended modes. You'll also learn about SAP Process Automation, the new SAP service that is going to replace the SAP Intelligent RPA service soon. Finally, we will discuss the migration path for your SAP Intelligent RPA projects to SAP Process Automation and showcase that the RPA development remains similar in both services. By the end of this RPA book, you'll be able to create and manage complex bots that are capable of interacting with SAP and non-SAP systems. What you will learn• Understand RPA and the broad context that RPA operates in • Explore the low-code, no-code, and pro-code capabilities offered by SAP Intelligent RPA 2.0 • Focus on bot development, testing, deployment, and configuration using SAP Intelligent RPA • Get to grips with SAP Intelligent RPA 2.0 components and explore the product development roadmap • Debug your project to identify the probable reasons for errors and remove existing and potential bugs • Understand security within SAP Intelligent RPA, authorization, roles, and authentication Who this book is for This book is for developers and business users who are interested in learning SAP Intelligent RPA for automation of non-value-added, monotonous, and error-prone work. A basic understanding of JavaScript programming is required to engage in pro-code development for addressing complex challenges.
SAP Intelligent RPA for Developers
Author: Vishwas Madhuvarshi
Publisher: Packt Publishing Ltd
ISBN: 1801071365
Category : Computers
Languages : en
Pages : 526
Book Description
Build intelligent bots with a low-code design studio from SAP to automate repetitive manual processes and thus save precious labor hours and improve the business process efficiency Key Features • Perform quick integration with an older system where building a standard integration might be too expensive • Avoid erroneous data caused by inadvertent errors introduced by human actors due to lack of checks • Increase productivity by working on high-value-added activities Book Description SAP Intelligent Robotic Process Automation (RPA) enables businesses to automate repetitive work and integrate automation capabilities across SAP and non-SAP systems. This book provides end-to-end coverage of business process automation using SAP Intelligent RPA and shows how to build multiple SAP Intelligent RPA projects from start to finish. Some of these projects may build upon the work done in previous chapters to showcase the Agile development process in SAP Intelligent RPA. As you progress, you'll cover the SAP Intelligent RPA factory, Desktop Studio, Cloud Studio, and the Bot store. You'll also learn about the building blocks of the SAP Intelligent RPA solution and creating bots from initial application declaration to workflow design and deployment, along with making bots run in attended and unattended modes. You'll also learn about SAP Process Automation, the new SAP service that is going to replace the SAP Intelligent RPA service soon. Finally, we will discuss the migration path for your SAP Intelligent RPA projects to SAP Process Automation and showcase that the RPA development remains similar in both services. By the end of this RPA book, you'll be able to create and manage complex bots that are capable of interacting with SAP and non-SAP systems. What you will learn• Understand RPA and the broad context that RPA operates in • Explore the low-code, no-code, and pro-code capabilities offered by SAP Intelligent RPA 2.0 • Focus on bot development, testing, deployment, and configuration using SAP Intelligent RPA • Get to grips with SAP Intelligent RPA 2.0 components and explore the product development roadmap • Debug your project to identify the probable reasons for errors and remove existing and potential bugs • Understand security within SAP Intelligent RPA, authorization, roles, and authentication Who this book is for This book is for developers and business users who are interested in learning SAP Intelligent RPA for automation of non-value-added, monotonous, and error-prone work. A basic understanding of JavaScript programming is required to engage in pro-code development for addressing complex challenges.
Publisher: Packt Publishing Ltd
ISBN: 1801071365
Category : Computers
Languages : en
Pages : 526
Book Description
Build intelligent bots with a low-code design studio from SAP to automate repetitive manual processes and thus save precious labor hours and improve the business process efficiency Key Features • Perform quick integration with an older system where building a standard integration might be too expensive • Avoid erroneous data caused by inadvertent errors introduced by human actors due to lack of checks • Increase productivity by working on high-value-added activities Book Description SAP Intelligent Robotic Process Automation (RPA) enables businesses to automate repetitive work and integrate automation capabilities across SAP and non-SAP systems. This book provides end-to-end coverage of business process automation using SAP Intelligent RPA and shows how to build multiple SAP Intelligent RPA projects from start to finish. Some of these projects may build upon the work done in previous chapters to showcase the Agile development process in SAP Intelligent RPA. As you progress, you'll cover the SAP Intelligent RPA factory, Desktop Studio, Cloud Studio, and the Bot store. You'll also learn about the building blocks of the SAP Intelligent RPA solution and creating bots from initial application declaration to workflow design and deployment, along with making bots run in attended and unattended modes. You'll also learn about SAP Process Automation, the new SAP service that is going to replace the SAP Intelligent RPA service soon. Finally, we will discuss the migration path for your SAP Intelligent RPA projects to SAP Process Automation and showcase that the RPA development remains similar in both services. By the end of this RPA book, you'll be able to create and manage complex bots that are capable of interacting with SAP and non-SAP systems. What you will learn• Understand RPA and the broad context that RPA operates in • Explore the low-code, no-code, and pro-code capabilities offered by SAP Intelligent RPA 2.0 • Focus on bot development, testing, deployment, and configuration using SAP Intelligent RPA • Get to grips with SAP Intelligent RPA 2.0 components and explore the product development roadmap • Debug your project to identify the probable reasons for errors and remove existing and potential bugs • Understand security within SAP Intelligent RPA, authorization, roles, and authentication Who this book is for This book is for developers and business users who are interested in learning SAP Intelligent RPA for automation of non-value-added, monotonous, and error-prone work. A basic understanding of JavaScript programming is required to engage in pro-code development for addressing complex challenges.
Architecting Solutions with SAP Business Technology Platform
Author: Serdar Simsekler
Publisher: Packt Publishing Ltd
ISBN: 1801074674
Category : Computers
Languages : en
Pages : 433
Book Description
A practical handbook packed with expert advice on architectural considerations for designing solutions using SAP BTP to drive digital innovation Purchase of the print or Kindle book includes a free eBook in the PDF format Key FeaturesGuide your customers with proven architectural strategies and considerations on SAP BTPTackle challenges in building process and data integration across complex and hybrid landscapesDiscover SAP BTP services, including visualizations, practical business scenarios, and moreBook Description SAP BTP is the foundation of SAP's intelligent and sustainable enterprise vision for its customers. It's efficient, agile, and an enabler of innovation. It's technically robust, yet its superpower is its business centricity. If you're involved in building IT and business strategies, it's essential to familiarize yourself with SAP BTP to see the big picture for digitalization with SAP solutions. Similarly, if you have design responsibilities for enterprise solutions, learning SAP BTP is crucial to produce effective and complete architecture designs. This book teaches you about SAP BTP in five parts. First, you'll see how SAP BTP is positioned in the intelligent enterprise. In the second part, you'll learn the foundational elements of SAP BTP and find out how it operates. The next part covers integration architecture guidelines, integration strategy considerations, and integration styles with SAP's integration technologies. Later, you'll learn how to use application development capabilities to extend enterprise solutions for innovation and agility. This part also includes digital experience and process automation capabilities. The last part covers how SAP BTP can facilitate data-to-value use cases to produce actionable business insights. By the end of this SAP book, you'll be able to architect solutions using SAP BTP to deliver high business value. What you will learnExplore value propositions and business processes enabled by SAP's Intelligent and Sustainable EnterpriseUnderstand SAP BTP's foundational elements, such as commercial and account modelsDiscover services that can be part of solution designs to fulfill non-functional requirementsGet to grips with integration and extensibility services for building robust solutionsUnderstand what SAP BTP offers for digital experience and process automationExplore data-to-value services that can help manage data and build analytics use casesWho this book is for This SAP guide is for technical architects, solutions architects, and enterprise architects working with SAP solutions to drive digital transformation and innovation with SAP BTP. Some IT background and an understanding of basic cloud concepts is assumed. Working knowledge of the SAP ecosystem will also be beneficial.
Publisher: Packt Publishing Ltd
ISBN: 1801074674
Category : Computers
Languages : en
Pages : 433
Book Description
A practical handbook packed with expert advice on architectural considerations for designing solutions using SAP BTP to drive digital innovation Purchase of the print or Kindle book includes a free eBook in the PDF format Key FeaturesGuide your customers with proven architectural strategies and considerations on SAP BTPTackle challenges in building process and data integration across complex and hybrid landscapesDiscover SAP BTP services, including visualizations, practical business scenarios, and moreBook Description SAP BTP is the foundation of SAP's intelligent and sustainable enterprise vision for its customers. It's efficient, agile, and an enabler of innovation. It's technically robust, yet its superpower is its business centricity. If you're involved in building IT and business strategies, it's essential to familiarize yourself with SAP BTP to see the big picture for digitalization with SAP solutions. Similarly, if you have design responsibilities for enterprise solutions, learning SAP BTP is crucial to produce effective and complete architecture designs. This book teaches you about SAP BTP in five parts. First, you'll see how SAP BTP is positioned in the intelligent enterprise. In the second part, you'll learn the foundational elements of SAP BTP and find out how it operates. The next part covers integration architecture guidelines, integration strategy considerations, and integration styles with SAP's integration technologies. Later, you'll learn how to use application development capabilities to extend enterprise solutions for innovation and agility. This part also includes digital experience and process automation capabilities. The last part covers how SAP BTP can facilitate data-to-value use cases to produce actionable business insights. By the end of this SAP book, you'll be able to architect solutions using SAP BTP to deliver high business value. What you will learnExplore value propositions and business processes enabled by SAP's Intelligent and Sustainable EnterpriseUnderstand SAP BTP's foundational elements, such as commercial and account modelsDiscover services that can be part of solution designs to fulfill non-functional requirementsGet to grips with integration and extensibility services for building robust solutionsUnderstand what SAP BTP offers for digital experience and process automationExplore data-to-value services that can help manage data and build analytics use casesWho this book is for This SAP guide is for technical architects, solutions architects, and enterprise architects working with SAP solutions to drive digital transformation and innovation with SAP BTP. Some IT background and an understanding of basic cloud concepts is assumed. Working knowledge of the SAP ecosystem will also be beneficial.
RISE with SAP towards a Sustainable Enterprise
Author: Adil Zafar
Publisher: Packt Publishing Ltd
ISBN: 1801819815
Category : Computers
Languages : en
Pages : 467
Book Description
Get insights and guidance on various challenges within the industry and what business levers you can consider to effortlessly lead your business transformation through RISE with SAP Purchase of the print or Kindle book includes a free PDF eBook Key FeaturesGain actionable insights into end-to-end process performance with process analyticsScale performance and reliability to accelerate your journey to the cloud and beyondGet a clear overview of the enabling tools and services you can leverage for the transformationBook Description If you're unsure whether adopting SAP S/4HANA is the right move for your enterprise, then this book is for you. This practical and comprehensive guide will help you determine your next steps toward building a business case, while preparing you for all the possible scenarios and enabling you to make informed decisions during implementation. RISEwith SAP toward a Sustainable Enterprise is packed with clear and detailed advice, including a run-through of what it takes to design the landscape using RISE with SAP. As you go through the chapters, you'll get a solid understanding of precisely what services are available (such as Process Discovery, data migration, the fit-to-standard approach), and which scope items on RISE with SAP should be considered, allowing you to make the most of RISE with the SAP-based model. Finally, you'll get an overview of different industry-based use cases and how they can be brought to reality with the platform that's set up on the RISE with SAP offering. By the end of this book, you'll be able to build a detailed business case to determine if RISE with SAP is the right transformation engine for you, along with a clear idea of optimized landscape design on RISE with SAP that addresses the pain points for your implementation and support activities. What you will learnUnderstand the challenges faced by organizations and CXOs with the emerging market trendsKnow what to consider when creating a business case for RISE with SAPExplore deployment options within RISE with SAP and other functional and non-functional servicesUnderstand optimized landscape design on RISE with SAP along with effective implementation and supportTake the optimum approach in adopting S/4HANA with levers like Process Discovery, testing, and automationDiscover possibilities when dealing with SAP, the vendor ecosystem, and cloud products driven by industriesWho this book is for This book is for CXOs and solutions and enterprise architects who've been working in the SAP ecosystem and want practical and concise advice on how to get up and running with the adoption of S/4HANA by leveraging RISE with SAP as the enabling engine. This book is also for professionals working toward creating a business case and trying to identify all possible best practices around the adoption of RISE with SAP and associated industry use cases. Prior experience with either SAP or a different ERP will help you get the most out of this book.
Publisher: Packt Publishing Ltd
ISBN: 1801819815
Category : Computers
Languages : en
Pages : 467
Book Description
Get insights and guidance on various challenges within the industry and what business levers you can consider to effortlessly lead your business transformation through RISE with SAP Purchase of the print or Kindle book includes a free PDF eBook Key FeaturesGain actionable insights into end-to-end process performance with process analyticsScale performance and reliability to accelerate your journey to the cloud and beyondGet a clear overview of the enabling tools and services you can leverage for the transformationBook Description If you're unsure whether adopting SAP S/4HANA is the right move for your enterprise, then this book is for you. This practical and comprehensive guide will help you determine your next steps toward building a business case, while preparing you for all the possible scenarios and enabling you to make informed decisions during implementation. RISEwith SAP toward a Sustainable Enterprise is packed with clear and detailed advice, including a run-through of what it takes to design the landscape using RISE with SAP. As you go through the chapters, you'll get a solid understanding of precisely what services are available (such as Process Discovery, data migration, the fit-to-standard approach), and which scope items on RISE with SAP should be considered, allowing you to make the most of RISE with the SAP-based model. Finally, you'll get an overview of different industry-based use cases and how they can be brought to reality with the platform that's set up on the RISE with SAP offering. By the end of this book, you'll be able to build a detailed business case to determine if RISE with SAP is the right transformation engine for you, along with a clear idea of optimized landscape design on RISE with SAP that addresses the pain points for your implementation and support activities. What you will learnUnderstand the challenges faced by organizations and CXOs with the emerging market trendsKnow what to consider when creating a business case for RISE with SAPExplore deployment options within RISE with SAP and other functional and non-functional servicesUnderstand optimized landscape design on RISE with SAP along with effective implementation and supportTake the optimum approach in adopting S/4HANA with levers like Process Discovery, testing, and automationDiscover possibilities when dealing with SAP, the vendor ecosystem, and cloud products driven by industriesWho this book is for This book is for CXOs and solutions and enterprise architects who've been working in the SAP ecosystem and want practical and concise advice on how to get up and running with the adoption of S/4HANA by leveraging RISE with SAP as the enabling engine. This book is also for professionals working toward creating a business case and trying to identify all possible best practices around the adoption of RISE with SAP and associated industry use cases. Prior experience with either SAP or a different ERP will help you get the most out of this book.
UiPath Administration and Support Guide
Author: Arun Kumar Asokan
Publisher: Packt Publishing Ltd
ISBN: 1803231661
Category : Computers
Languages : en
Pages : 286
Book Description
Practical explanations that go beyond UiPath official documentation to guide new UiPath support professionals to excel in their workplace Key FeaturesGet a deep understanding of practical aspects of the UiPath support and administration roleExplore real-world UiPath support and administration use casesDetails best practices and tips for UiPath support and administration professionalsBook Description UiPath administration, support, maintenance, monitoring, and deployment activities are mandatory and more challenging than developing bots. This is a major issue for many firms that are looking to scale their RPA programs. This book will help in training new UiPath users/resources involved in administration and support tasks to address existing skill gaps in RPA market. The book starts with an introduction to the UiPath Platform. You'll learn how to set up UiPath Platform administration, support, monitoring, reporting, deployment, and maintenance. After that, you'll cover advanced topics, such as, using the orchestrator API for support operations, security, and risk management. In addition to this, best practices for each of the topics will be covered. By the end of this book, you will have the knowledge you need to work on the support and monitoring of UiPath programs of any size. What you will learnExplore the core UiPath Platform design and architectureUnderstand UiPath Platform support and administration conceptsGet to grips with real-world use cases of UiPath support, DevOps, and monitoringUnderstand UiPath maintenance and reportingDiscover best practices to enable UiPath operations scalingUnderstand the future trends in UiPath platform and support activitiesWho this book is for This book is for UiPath support professionals looking to gain a 360-degree perspective of how to perform UiPath support and administration activities and understand different components such as orchestrators, robots, support frameworks, and models. RPA developers will be able to learn UiPath support and administration to add value to their current developer role. RPA CoE leaders who want to set up or improve their UiPath support organization will also benefit from this UiPath book.
Publisher: Packt Publishing Ltd
ISBN: 1803231661
Category : Computers
Languages : en
Pages : 286
Book Description
Practical explanations that go beyond UiPath official documentation to guide new UiPath support professionals to excel in their workplace Key FeaturesGet a deep understanding of practical aspects of the UiPath support and administration roleExplore real-world UiPath support and administration use casesDetails best practices and tips for UiPath support and administration professionalsBook Description UiPath administration, support, maintenance, monitoring, and deployment activities are mandatory and more challenging than developing bots. This is a major issue for many firms that are looking to scale their RPA programs. This book will help in training new UiPath users/resources involved in administration and support tasks to address existing skill gaps in RPA market. The book starts with an introduction to the UiPath Platform. You'll learn how to set up UiPath Platform administration, support, monitoring, reporting, deployment, and maintenance. After that, you'll cover advanced topics, such as, using the orchestrator API for support operations, security, and risk management. In addition to this, best practices for each of the topics will be covered. By the end of this book, you will have the knowledge you need to work on the support and monitoring of UiPath programs of any size. What you will learnExplore the core UiPath Platform design and architectureUnderstand UiPath Platform support and administration conceptsGet to grips with real-world use cases of UiPath support, DevOps, and monitoringUnderstand UiPath maintenance and reportingDiscover best practices to enable UiPath operations scalingUnderstand the future trends in UiPath platform and support activitiesWho this book is for This book is for UiPath support professionals looking to gain a 360-degree perspective of how to perform UiPath support and administration activities and understand different components such as orchestrators, robots, support frameworks, and models. RPA developers will be able to learn UiPath support and administration to add value to their current developer role. RPA CoE leaders who want to set up or improve their UiPath support organization will also benefit from this UiPath book.
SAP Intelligent RPA for Developers
Author: Vishwas Madhuvarshi
Publisher: Packt Publishing
ISBN: 9781801079198
Category :
Languages : en
Pages : 526
Book Description
Build intelligent bots with a low-code design studio from SAP to automate repetitive manual processes and thus save precious labor hours and improve the business process efficiency Key Features: Perform quick integration with an older system where building a standard integration might be too expensive Avoid erroneous data caused by inadvertent errors introduced by human actors due to lack of checks Increase productivity by working on high-value-added activities Book Description: SAP Intelligent Robotic Process Automation (RPA) enables businesses to automate repetitive work and integrate automation capabilities across SAP and non-SAP systems. This book provides end-to-end coverage of business process automation using SAP Intelligent RPA and shows how to build multiple SAP Intelligent RPA projects from start to finish. Some of these projects may build upon the work done in previous chapters to showcase the Agile development process in SAP Intelligent RPA. As you progress, you'll cover the SAP Intelligent RPA factory, Desktop Studio, Cloud Studio, and the Bot store. You'll also learn about the building blocks of the SAP Intelligent RPA solution and creating bots from initial application declaration to workflow design and deployment, along with making bots run in attended and unattended modes. You'll also learn about SAP Process Automation, the new SAP service that is going to replace the SAP Intelligent RPA service soon. Finally, we will discuss the migration path for your SAP Intelligent RPA projects to SAP Process Automation and showcase that the RPA development remains similar in both services. By the end of this RPA book, you'll be able to create and manage complex bots that are capable of interacting with SAP and non-SAP systems. What You Will Learn: Understand RPA and the broad context that RPA operates in Explore the low-code, no-code, and pro-code capabilities offered by SAP Intelligent RPA 2.0 Focus on bot development, testing, deployment, and configuration using SAP Intelligent RPA Get to grips with SAP Intelligent RPA 2.0 components and explore the product development roadmap Debug your project to identify the probable reasons for errors and remove existing and potential bugs Understand security within SAP Intelligent RPA, authorization, roles, and authentication Who this book is for: This book is for developers and business users who are interested in learning SAP Intelligent RPA for automation of non-value-added, monotonous, and error-prone work. A basic understanding of JavaScript programming is required to engage in pro-code development for addressing complex challenges.
Publisher: Packt Publishing
ISBN: 9781801079198
Category :
Languages : en
Pages : 526
Book Description
Build intelligent bots with a low-code design studio from SAP to automate repetitive manual processes and thus save precious labor hours and improve the business process efficiency Key Features: Perform quick integration with an older system where building a standard integration might be too expensive Avoid erroneous data caused by inadvertent errors introduced by human actors due to lack of checks Increase productivity by working on high-value-added activities Book Description: SAP Intelligent Robotic Process Automation (RPA) enables businesses to automate repetitive work and integrate automation capabilities across SAP and non-SAP systems. This book provides end-to-end coverage of business process automation using SAP Intelligent RPA and shows how to build multiple SAP Intelligent RPA projects from start to finish. Some of these projects may build upon the work done in previous chapters to showcase the Agile development process in SAP Intelligent RPA. As you progress, you'll cover the SAP Intelligent RPA factory, Desktop Studio, Cloud Studio, and the Bot store. You'll also learn about the building blocks of the SAP Intelligent RPA solution and creating bots from initial application declaration to workflow design and deployment, along with making bots run in attended and unattended modes. You'll also learn about SAP Process Automation, the new SAP service that is going to replace the SAP Intelligent RPA service soon. Finally, we will discuss the migration path for your SAP Intelligent RPA projects to SAP Process Automation and showcase that the RPA development remains similar in both services. By the end of this RPA book, you'll be able to create and manage complex bots that are capable of interacting with SAP and non-SAP systems. What You Will Learn: Understand RPA and the broad context that RPA operates in Explore the low-code, no-code, and pro-code capabilities offered by SAP Intelligent RPA 2.0 Focus on bot development, testing, deployment, and configuration using SAP Intelligent RPA Get to grips with SAP Intelligent RPA 2.0 components and explore the product development roadmap Debug your project to identify the probable reasons for errors and remove existing and potential bugs Understand security within SAP Intelligent RPA, authorization, roles, and authentication Who this book is for: This book is for developers and business users who are interested in learning SAP Intelligent RPA for automation of non-value-added, monotonous, and error-prone work. A basic understanding of JavaScript programming is required to engage in pro-code development for addressing complex challenges.
Leveraging Artificial Intelligence in Global Epidemics
Author: Le Gruenwald
Publisher: Academic Press
ISBN: 032390002X
Category : Science
Languages : en
Pages : 320
Book Description
Leveraging Artificial Intelligence in Global Epidemics provides readers with a detailed technical description of the role Artificial Intelligence plays in various stages of a disease outbreak, using COVID-19 as a case study. In the fight against epidemics, medical staff are on the front line; but behind the lines the battle is fought by researchers, and data scientists. Artificial Intelligence has been helping researchers with computer modeling and simulation for predictions about disease progression, the overall economic situation, tax incomes and population development. In the same manner, AI can prepare researchers for any emergency situation by backing the medical science. Artificial Intelligence plays a key and cutting-edge role in the preparedness for and dealing with the outbreak of global epidemics. It can help researchers analyze global data about known viruses to predict the patterns of the next pandemic and the impacts it will have. Not only prediction, AI plays an increasingly important role in assessing readiness, early detection, identification of patients, generating recommendations, situation awareness and more. It is up to the right input and the innovative ways by humans to leverage what AI can do. As COVID-19 has grabbed the world and its economy today, an analysis of the COVID-19 outbreak and the global responses and analytics will pay a long way in preparing humanity for such future situations. - Provides readers with understanding of how Artificial Intelligence can be applied to the prediction, forecasting, detection, and testing of global epidemics, using COVID-19 and other recent epidemics such as Ebola, Corona viruses, Zika, influenza, Dengue, Chikungaya, and malaria as case studies - Includes background material regarding readiness for coping with epidemics, including Machine Learning models for prediction of epidemic outbreaks based on existing data - Includes technical coverage of key topics such as generating recommendations to combat outbreaks, genome sequencing, AI-assisted testing, AI-assisted contact tracing, situation awareness and combating disinformation, and the role of Artificial Intelligence and Machine Learning in drug discovery, vaccine development, and drug re-purposing
Publisher: Academic Press
ISBN: 032390002X
Category : Science
Languages : en
Pages : 320
Book Description
Leveraging Artificial Intelligence in Global Epidemics provides readers with a detailed technical description of the role Artificial Intelligence plays in various stages of a disease outbreak, using COVID-19 as a case study. In the fight against epidemics, medical staff are on the front line; but behind the lines the battle is fought by researchers, and data scientists. Artificial Intelligence has been helping researchers with computer modeling and simulation for predictions about disease progression, the overall economic situation, tax incomes and population development. In the same manner, AI can prepare researchers for any emergency situation by backing the medical science. Artificial Intelligence plays a key and cutting-edge role in the preparedness for and dealing with the outbreak of global epidemics. It can help researchers analyze global data about known viruses to predict the patterns of the next pandemic and the impacts it will have. Not only prediction, AI plays an increasingly important role in assessing readiness, early detection, identification of patients, generating recommendations, situation awareness and more. It is up to the right input and the innovative ways by humans to leverage what AI can do. As COVID-19 has grabbed the world and its economy today, an analysis of the COVID-19 outbreak and the global responses and analytics will pay a long way in preparing humanity for such future situations. - Provides readers with understanding of how Artificial Intelligence can be applied to the prediction, forecasting, detection, and testing of global epidemics, using COVID-19 and other recent epidemics such as Ebola, Corona viruses, Zika, influenza, Dengue, Chikungaya, and malaria as case studies - Includes background material regarding readiness for coping with epidemics, including Machine Learning models for prediction of epidemic outbreaks based on existing data - Includes technical coverage of key topics such as generating recommendations to combat outbreaks, genome sequencing, AI-assisted testing, AI-assisted contact tracing, situation awareness and combating disinformation, and the role of Artificial Intelligence and Machine Learning in drug discovery, vaccine development, and drug re-purposing
Introducing SAP Intelligent Robotic Process Automation
Author: Dwayne Desylvia
Publisher:
ISBN:
Category : Business
Languages : en
Pages :
Book Description
With this book, see what SAP Intelligent Robotic Process Automation has to offer! --
Publisher:
ISBN:
Category : Business
Languages : en
Pages :
Book Description
With this book, see what SAP Intelligent Robotic Process Automation has to offer! --
Robotic Process Automation
Author: Christian Czarnecki
Publisher: Walter de Gruyter GmbH & Co KG
ISBN: 311067677X
Category : Computers
Languages : en
Pages : 373
Book Description
This book brings together experts from research and practice. It includes the design of innovative Robot Process Automation (RPA) concepts, the discussion of related research fields (e.g., Artificial Intelligence, AI), the evaluation of existing software products, and findings from real-life implementation projects. Similar to the substitution of physical work in manufacturing (blue collar automation), Robotic Process Automation tries to substitute intellectual work in office and administration processes with software robots (white-collar automation). The starting point for the development of RPA was the observation that – despite the use of process-oriented enterprise systems (such as ERP, CRM and BPM systems) – additional manual activities are still indispensable today. In the RPA approach, these manual activities are learned and automated by software robots, either by defining rules or by observing manual activities. RPA is related to business process management, machine learning, and artificial intelligence. Tools for RPA originated from dedicated stand-alone software. Today, RPA functionalities are also integrated into elaborated process management suites. From a conceptual perspective, RPA can be structured into input components (sensors in the wide sense), an intelligence center, and output components (actuators in the wide sense). From a strategic perspective, the impact of RPA can be related to the support of existing tasks, the complete substitution of human activities, and the innovation of processes as well as business models. At present, high expectations are related to the use of RPA in the improvement of software-supported business processes. Manual activities are learned and automated by software robots that interact with existing applications via the presentation layer. In combination with artificial intelligence (AI) as well as innovative interfaces (e. g., voice recognition) RPA creates a novel level of automation for office and administration processes. Its benefit potential reaches a return on investment (ROI) up-to 800% that is documented in various case studies.
Publisher: Walter de Gruyter GmbH & Co KG
ISBN: 311067677X
Category : Computers
Languages : en
Pages : 373
Book Description
This book brings together experts from research and practice. It includes the design of innovative Robot Process Automation (RPA) concepts, the discussion of related research fields (e.g., Artificial Intelligence, AI), the evaluation of existing software products, and findings from real-life implementation projects. Similar to the substitution of physical work in manufacturing (blue collar automation), Robotic Process Automation tries to substitute intellectual work in office and administration processes with software robots (white-collar automation). The starting point for the development of RPA was the observation that – despite the use of process-oriented enterprise systems (such as ERP, CRM and BPM systems) – additional manual activities are still indispensable today. In the RPA approach, these manual activities are learned and automated by software robots, either by defining rules or by observing manual activities. RPA is related to business process management, machine learning, and artificial intelligence. Tools for RPA originated from dedicated stand-alone software. Today, RPA functionalities are also integrated into elaborated process management suites. From a conceptual perspective, RPA can be structured into input components (sensors in the wide sense), an intelligence center, and output components (actuators in the wide sense). From a strategic perspective, the impact of RPA can be related to the support of existing tasks, the complete substitution of human activities, and the innovation of processes as well as business models. At present, high expectations are related to the use of RPA in the improvement of software-supported business processes. Manual activities are learned and automated by software robots that interact with existing applications via the presentation layer. In combination with artificial intelligence (AI) as well as innovative interfaces (e. g., voice recognition) RPA creates a novel level of automation for office and administration processes. Its benefit potential reaches a return on investment (ROI) up-to 800% that is documented in various case studies.
Intelligent Computing and Optimization for Sustainable Development
Author: Veena Grover
Publisher: CRC Press
ISBN: 1040159893
Category : Computers
Languages : en
Pages : 273
Book Description
This book presents insights into how Intelligent Computing and Optimization techniques can be used to attain the goals of Sustainable Development. It provides a comprehensive overview of the latest breakthroughs and recent developments in sustainable, intelligent computing technologies, applications, and optimization techniques across various industries, including business process management, manufacturing, financial sector, agriculture, financial sector, supply chain management, and healthcare. It focuses on computational intelligent techniques and optimization techniques to provide sustainable solutions to many problems. Features: • Provides insights into the theory, implementation, and application of computational intelligence techniques in many industries. • Includes industry practitioner perspectives and case studies for a better understanding of sustainable solutions. • Highlights the role of intelligent computing and optimization as key technologies in decision-making processes and in providing cutting-edge solutions to real-world problems. • Addresses the challenges and limitations of computational approaches in sustainability, such as data availability, model uncertainty, and computational complexity, while also discusses emerging opportunities and future directions in the field. This book will be useful for professionals and scholars looking for up-to-date research on cutting-edge perspectives in the field of computational intelligent and optimization techniques in the areas of agriculture, industry, financial sector, business automation, renewable energy, optimization, and smart cities.
Publisher: CRC Press
ISBN: 1040159893
Category : Computers
Languages : en
Pages : 273
Book Description
This book presents insights into how Intelligent Computing and Optimization techniques can be used to attain the goals of Sustainable Development. It provides a comprehensive overview of the latest breakthroughs and recent developments in sustainable, intelligent computing technologies, applications, and optimization techniques across various industries, including business process management, manufacturing, financial sector, agriculture, financial sector, supply chain management, and healthcare. It focuses on computational intelligent techniques and optimization techniques to provide sustainable solutions to many problems. Features: • Provides insights into the theory, implementation, and application of computational intelligence techniques in many industries. • Includes industry practitioner perspectives and case studies for a better understanding of sustainable solutions. • Highlights the role of intelligent computing and optimization as key technologies in decision-making processes and in providing cutting-edge solutions to real-world problems. • Addresses the challenges and limitations of computational approaches in sustainability, such as data availability, model uncertainty, and computational complexity, while also discusses emerging opportunities and future directions in the field. This book will be useful for professionals and scholars looking for up-to-date research on cutting-edge perspectives in the field of computational intelligent and optimization techniques in the areas of agriculture, industry, financial sector, business automation, renewable energy, optimization, and smart cities.
Proceedings of International Conference on Recent Trends in Machine Learning, IoT, Smart Cities and Applications
Author: Vinit Kumar Gunjan
Publisher: Springer Nature
ISBN: 9811572348
Category : Technology & Engineering
Languages : en
Pages : 998
Book Description
This book gathers selected research papers presented at the International Conference on Recent Trends in Machine Learning, IOT, Smart Cities & Applications (ICMISC 2020), held on 29–30 March 2020 at CMR Institute of Technology, Hyderabad, Telangana, India. Discussing current trends in machine learning, Internet of things, and smart cities applications, with a focus on multi-disciplinary research in the area of artificial intelligence and cyber-physical systems, this book is a valuable resource for scientists, research scholars and PG students wanting formulate their research ideas and find the future directions in these areas. Further, it serves as a reference work anyone wishing to understand the latest technologies used by practicing engineers around the globe.
Publisher: Springer Nature
ISBN: 9811572348
Category : Technology & Engineering
Languages : en
Pages : 998
Book Description
This book gathers selected research papers presented at the International Conference on Recent Trends in Machine Learning, IOT, Smart Cities & Applications (ICMISC 2020), held on 29–30 March 2020 at CMR Institute of Technology, Hyderabad, Telangana, India. Discussing current trends in machine learning, Internet of things, and smart cities applications, with a focus on multi-disciplinary research in the area of artificial intelligence and cyber-physical systems, this book is a valuable resource for scientists, research scholars and PG students wanting formulate their research ideas and find the future directions in these areas. Further, it serves as a reference work anyone wishing to understand the latest technologies used by practicing engineers around the globe.