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IBM Cloud Pak for Data: An enterprise platform to operationalize data, analytics, and AI
by Hemanth Manda Sriram Srinivasan Deepak RangaraoBuild end-to-end AI solutions with IBM Cloud Pak for Data to operationalize AI on a secure platform based on cloud-native reliability, cost-effective multitenancy, and efficient resource managementKey FeaturesExplore data virtualization by accessing data in real time without moving itUnify the data and AI experience with the integrated end-to-end platformExplore the AI life cycle and learn to build, experiment, and operationalize trusted AI at scaleBook DescriptionCloud Pak for Data is IBM's modern data and AI platform that includes strategic offerings from its data and AI portfolio delivered in a cloud-native fashion with the flexibility of deployment on any cloud. The platform offers a unique approach to addressing modern challenges with an integrated mix of proprietary, open-source, and third-party services. You'll begin by getting to grips with key concepts in modern data management and artificial intelligence (AI), reviewing real-life use cases, and developing an appreciation of the AI Ladder principle. Once you've gotten to grips with the basics, you will explore how Cloud Pak for Data helps in the elegant implementation of the AI Ladder practice to collect, organize, analyze, and infuse data and trustworthy AI across your business. As you advance, you'll discover the capabilities of the platform and extension services, including how they are packaged and priced. With the help of examples present throughout the book, you will gain a deep understanding of the platform, from its rich capabilities and technical architecture to its ecosystem and key go-to-market aspects. By the end of this IBM book, you'll be able to apply IBM Cloud Pak for Data's prescriptive practices and leverage its capabilities to build a trusted data foundation and accelerate AI adoption in your enterprise.What you will learnUnderstand the importance of digital transformations and the role of data and AI platformsGet to grips with data architecture and its relevance in driving AI adoption using IBM's AI LadderUnderstand Cloud Pak for Data, its value proposition, capabilities, and unique differentiatorsDelve into the pricing, packaging, key use cases, and competitors of Cloud Pak for DataUse the Cloud Pak for Data ecosystem with premium IBM and third-party servicesDiscover IBM's vibrant ecosystem of proprietary, open-source, and third-party offerings from over 35 ISVsWho this book is forThis book is for data scientists, data stewards, developers, and data-focused business executives interested in learning about IBM's Cloud Pak for Data. Knowledge of technical concepts related to data science and familiarity with data analytics and AI initiatives at various levels of maturity are required to make the most of this book.
IBM SPSS Essentials: Managing and Analyzing Social Sciences Data
by John T. Kulas Renata Garcia Prieto Palacios Roji Adam M. SmithMaster the fundamentals of SPSS with this newly updated and instructive resource The newly and thoroughly revised Second Edition of SPSS Essentials delivers a comprehensive guide for students in the social sciences who wish to learn how to use the Statistical Package for the Social Sciences (SPSS) for the effective collection, management, and analysis of data. The accomplished researchers and authors provide readers with the practical nuts and bolts of SPSS usage and data entry, with a particular emphasis on managing and manipulating data. The book offers an introduction to SPSS, how to navigate it, and a discussion of how to understand the data the reader is working with. It also covers inferential statistics, including topics like hypothesis testing, one-sample Z-testing, T-testing, ANOVAs, correlations, and regression. Five unique appendices round out the text, providing readers with discussions of dealing with real-world data, troubleshooting, advanced data manipulations, and new workbook activities. SPSS Essentials offers a wide variety of features, including: A revised chapter order, designed to match the pacing and content of typical undergraduate statistics classes An explanation of when particular inferential statistics are appropriate for use, given the nature of the data being worked with Additional material on understanding your data sample, including discussions of SPSS output and how to find the most relevant information A companion website offering additional problem sets, complete with answers Perfect for undergraduate students of the social sciences who are just getting started with SPSS, SPSS Essentials also belongs on the bookshelves of advanced placement high school students and practitioners in social science who want to brush up on the fundamentals of this powerful and flexible software package.
ICCCE 2020: Proceedings of the 3rd International Conference on Communications and Cyber Physical Engineering (Lecture Notes in Electrical Engineering #698)
by Amit Kumar Stefan MozarThis book is a collection of research papers and articles presented at the 3rd International Conference on Communications and Cyber-Physical Engineering (ICCCE 2020), held on 1-2 February 2020 at CMR Engineering College, Hyderabad, Telangana, India. Discussing the latest developments in voice and data communication engineering, cyber-physical systems, network science, communication software, image and multimedia processing research and applications, as well as communication technologies and other related technologies, it includes contributions from both academia and industry. This book is a valuable resource for scientists, research scholars and PG students working to formulate their research ideas and find the future directions in these areas. Further, it may serve as a reference work to understand the latest engineering and technologies used by practicing engineers in the field of communication engineering.
ICT Analysis and Applications: Proceedings of ICT4SD 2020, Volume 2 (Lecture Notes in Networks and Systems #154)
by Nilanjan Dey Amit Joshi Simon FongThis book proposes new technologies and discusses future solutions for ICT design infrastructures, as reflected in high-quality papers presented at the 5th International Conference on ICT for Sustainable Development (ICT4SD 2020), held in Goa, India, on 23–24 July 2020. The conference provided a valuable forum for cutting-edge research discussions among pioneering researchers, scientists, industrial engineers, and students from all around the world. Bringing together experts from different countries, the book explores a range of central issues from an international perspective.
ICT and International Learning Ecologies: Representation and Sustainability Across Contexts
by Ian A. LubinICT and International Learning Ecologies addresses new ways to explore international, comparative, and cultural issues in education and technology. As today’s development orthodoxies push societies around the world to adopt imported information communication tools, new approaches are needed that integrate cultural responsiveness, autonomy, and sustainability into technology-enhanced learning. This edited collection conceptually and methodologically reframes the complexities of teaching and learning in historically marginalized communities around the world, where inequities are often exacerbated by one-size-fits-all programs. Graduate students and researchers of educational technology, international/comparative education, and sustainability education will be better prepared to lead information and communication technologies (ICT) implementation across a range of contexts and learner identities.
ICT Education: 49th Annual Conference of the Southern African Computer Lecturers' Association, SACLA 2020, Virtual Event, July 6–9, 2020, Revised Selected Papers (Communications in Computer and Information Science #1518)
by George Wells Monelo Nxozi Bobby TaitThis book constitutes the refereed proceedings of the 49th Annual Conference of the Southern African Computer Lecturers' Association on ICT Education, SACLA 2019, held in a virtual mode in South Africa, in July 2020. The 13 revised full papers presented were carefully reviewed and selected from 55 submissions. The papers focus on practical experiences in computing education, novel tools for learning and/or assessment, and research investigating aspects of computing education.
ICT for Health, Accessibility and Wellbeing: First International Conference, IHAW 2021, Larnaca, Cyprus, November 8–9, 2021, Revised Selected Papers (Communications in Computer and Information Science #1538)
by Edwige Pissaloux George Angelos Papadopoulos Achilleas Achilleos Ramiro VelázquezThis book constitutes selected papers presented at the First International Conference on ICT for Health, Accessibility and Wellbeing, IHAW 2021, held in Larnaca, Cyprus, in November 2021. The 12 full papers and 7 short papers were thoroughly reviewed and selected from 36 submissions. One invited paper was also included in this volume. The papers are organized in topical sections on active aging; assistive devices and systems; brain functions support and mHealth; brain functions support and oncology; ICT and wellbeing.
ICT for Smart Water Systems: Measurements and Data Science (The Handbook of Environmental Chemistry #102)
by Andrea Scozzari Steve Mounce Dawei Han Francesco Soldovieri Dimitri SolomatineToday, Information and Communication Technologies (ICT) have a pervasive presence in almost every aspect of the management of water. There is no question that the collection of big data from sensing and the insights gained by smart analytics can bring massive benefits. This book focuses on new perspectives for the monitoring, assessment and control of water systems, based on tools and concepts originating from the ICT sector. It presents a portrait of up-to-date sensing techniques for water, and introduces concepts and implications with the analysis of the acquired data. Particular attention is given to the advancements in developing novel devices and data processing approaches. The chapters guide the reader through multiple disciplinary contexts, without aiming to be exhaustive, but with the effort to present relevant topics in such a highly multi-disciplinary framework. This book will be of interest to advanced students, researchers and stakeholders at various levels.
ICT Systems and Sustainability: Proceedings of ICT4SD 2020, Volume 1 (Advances in Intelligent Systems and Computing #1270)
by Milan Tuba Shyam Akashe Amit JoshiThis book proposes new technologies and discusses future solutions for ICT design infrastructures, as reflected in high-quality papers presented at the 5th International Conference on ICT for Sustainable Development (ICT4SD 2020), held in Goa, India, on 23–24 July 2020. The conference provided a valuable forum for cutting-edge research discussions among pioneering researchers, scientists, industrial engineers, and students from all around the world. Bringing together experts from different countries, the book explores a range of central issues from an international perspective.
ICT Systems Security and Privacy Protection: 36th IFIP TC 11 International Conference, SEC 2021, Oslo, Norway, June 22–24, 2021, Proceedings (IFIP Advances in Information and Communication Technology #625)
by Lynn Futcher Audun Jøsang Janne HagenThis book constitutes the refereed proceedings of the 36th IFIP TC 11 International Conference on Information Security and Privacy Protection, SEC 2021, held in Oslo, Norway, in June 2021.*The 28 full papers presented were carefully reviewed and selected from 112 submissions. The papers present novel research on theoretical and practical aspects of security and privacy protection in ICT systems. They are organized in topical sections on digital signatures; vulnerability management; covert channels and cryptography; application and system security; privacy; network security; machine learning for security; and security management. *The conference was held virtually.
Ideas That Created the Future: Classic Papers of Computer Science
by Harry R. LewisClassic papers by thinkers ranging from from Aristotle and Leibniz to Norbert Wiener and Gordon Moore that chart the evolution of computer science.Ideas That Created the Future collects forty-six classic papers in computer science that map the evolution of the field. It covers all aspects of computer science: theory and practice, architectures and algorithms, and logic and software systems, with an emphasis on the period of 1936-1980 but also including important early work. Offering papers by thinkers ranging from Aristotle and Leibniz to Alan Turing and Nobert Wiener, the book documents the discoveries and inventions that created today's digital world. Each paper is accompanied by a brief essay by Harry Lewis, the volume's editor, offering historical and intellectual context.
Identification of Pathogenic Social Media Accounts: From Data to Intelligence to Prediction (SpringerBriefs in Computer Science)
by Hamidreza Alvari Elham Shaabani Paulo ShakarianThis book sheds light on the challenges facing social media in combating malicious accounts, and aims to introduce current practices to address the challenges. It further provides an in-depth investigation regarding characteristics of “Pathogenic Social Media (PSM),”by focusing on how they differ from other social bots (e.g., trolls, sybils and cyborgs) and normal users as well as how PSMs communicate to achieve their malicious goals. This book leverages sophisticated data mining and machine learning techniques for early identification of PSMs, using the relevant information produced by these bad actors. It also presents proactive intelligence with a multidisciplinary approach that combines machine learning, data mining, causality analysis and social network analysis, providing defenders with the ability to detect these actors that are more likely to form malicious campaigns and spread harmful disinformation. Over the past years, social media has played a major role in massive dissemination of misinformation online. Political events and public opinion on the Web have been allegedly manipulated by several forms of accounts including “Pathogenic Social Media (PSM)” accounts (e.g., ISIS supporters and fake news writers). PSMs are key users in spreading misinformation on social media - in viral proportions. Early identification of PSMs is thus of utmost importance for social media authorities in an effort toward stopping their propaganda. The burden falls to automatic approaches that can identify these accounts shortly after they began their harmful activities. Researchers and advanced-level students studying and working in cybersecurity, data mining, machine learning, social network analysis and sociology will find this book useful. Practitioners of proactive cyber threat intelligence and social media authorities will also find this book interesting and insightful, as it presents an important and emerging type of threat intelligence facing social media and the general public.
Identifying the Complex Causes of Civil War: A Machine Learning Approach
by Atin Basuchoudhary James T. Bang John David Tinni SenThis book uses machine-learning to identify the causes of conflict from among the top predictors of conflict. This methodology elevates some complex causal pathways that cause civil conflict over others, thus teasing out the complex interrelationships between the most important variables that cause civil conflict. Success in this realm will lead to scientific theories of conflict that will be useful in preventing and ending civil conflict. After setting out a current review of the literature and a case for using machine learning to analyze and predict civil conflict, the authors lay out the data set, important variables, and investigative strategy of their methodology. The authors then investigate institutional causes, economic causes, and sociological causes for civil conflict, and how that feeds into their model. The methodology provides an identifiable pathway for specifying causal models. This book will be of interest to scholars in the areas of economics, political science, sociology, and artificial intelligence who want to learn more about leveraging machine learning technologies to solve problems and who are invested in preventing civil conflict.
If You Like Exploring, Adventuring, or Teamwork Games, Try This! (Away From Keyboard)
by Daniel MauleónEven the most game-crazed kids need a tech timeout. No cheat codes needed for this collection of DIY projects! Not enough controllers for the whole crew? No problem! Bring adventure and teamwork games to life with these activities.
If You Like Sports Games, Try This! (Away From Keyboard)
by Marne VenturaEven the most game-crazed kids need a tech timeout. No cheat codes needed for this collection of DIY projects! From baseball and football to racecars and obstacle courses, these activities bring sport games to life.
If You Like World-Building Games, Try This! (Away From Keyboard)
by Marne VenturaEven the most game-crazed kids need a tech timeout. No cheat codes needed for this collection of DIY projects! Bring world-building games to life with miniature medieval towns, sweet castles, pixel pillows, and more!
If You, Then Me
by Yvonne WoonWarm and funny, this coming-of-age romcom from teen author Yvonne Woon is set in Silicon Valley and delves into the questions we all ask when making mistakes—in life and in love—perfect for fans of Emergency Contact and When Dimple Met Rishi. <p><p> What would you ask your future self? First question: What does it feel like to kiss someone?Xia is stuck in a lonely, boring loop. Her only escapes are Wiser, an artificial intelligence app she designed to answer questions as her future self, and a mysterious online crush she knows only as ObjectPermanence. <p><p> Until one day Xia enrolls at the Foundry, an app incubator for tech prodigies in Silicon Valley, and suddenly anything is possible. Flirting with Mast, a classmate also working on AI, leads to a date. Speaking up generates a vindictive nemesis intent on publicly humiliating her. And running into Mitzy Erst, Foundry alumna and Xia’s idol, could give Xia all the answers. <p><p> And then Xia receives a shocking message from ObjectPermanence. He is at the Foundry, too. Xia is torn between Mast and ObjectPermanence—just as Mitzy pushes her towards a shiny new future. Xia doesn’t have to ask Wiser to know: The right choice could transform her into the future self of her dreams, but the wrong one could destroy her.
Ihre Produktentwicklung digitalisieren: In einfachen Schritten den Grundstein für die digitale Transformation legen
by Vasileios KitsiosWelche Schritte müssen unternommen werden, um die Produktentwicklung effizienter, verlässlicher und vollständig digital durchzuführen? Dieses Fachbuch vermittelt die notwendigen Inhalte über Systeme, Prozesse und Tools, um in geeigneten Schritten eine vollständige Produktbeschreibung nach den Ein-Quellen-Prinzip zu erzielen. Anhand konkreter Fallbeispiele aus der Automotive und Luftfahrtindustrie wird das Konzept veranschaulicht und dem Leser wird die Umsetzung in 3DExperience R2021x und CATIA V5- 6R2019 demonstriert.
Illustrated Computational Intelligence: Examples and Applications (Studies in Computational Intelligence #931)
by Priti Srinivas SajjaThis book presents a summary of artificial intelligence and machine learning techniques in its first two chapters. The remaining chapters of the book provide everything one must know about the basic artificial intelligence to modern machine intelligence techniques including the hybrid computational intelligence technique, using the concepts of several real-life solved examples, design of projects and research ideas. The solved examples with more than 200 illustrations presented in the book are a great help to instructors, students, non–AI professionals, and researchers. Each example is discussed in detail with encoding, normalization, architecture, detailed design, process flow, and sample input/output. Summary of the fundamental concepts with solved examples is a unique combination and highlight of this book.
Image and Graphics: 11th International Conference, ICIG 2021, Haikou, China, August 6–8, 2021, Proceedings, Part II (Lecture Notes in Computer Science #12889)
by Yuxin Peng Shi-Min Hu Moncef Gabbouj Kun Zhou Michael Elad Kun XuThis three-volume set LNCS 12888, 12898, and 12890 constitutes the refereed conference proceedings of the 11th International Conference on Image and Graphics, ICIG 2021, held in Haikou, China, in August 2021.* The 198 full papers presented were selected from 421 submissions and focus on advances of theory, techniques and algorithms as well as innovative technologies of image, video and graphics processing and fostering innovation, entrepreneurship, and networking. *The conference was postponed due to the COVID-19 pandemic.
Image and Graphics: 11th International Conference, ICIG 2021, Haikou, China, August 6–8, 2021, Proceedings, Part I (Lecture Notes in Computer Science #12888)
by Yuxin Peng Shi-Min Hu Moncef Gabbouj Kun Zhou Michael Elad Kun XuThis three-volume set LNCS 12888, 12898, and 12890 constitutes the refereed conference proceedings of the 11th International Conference on Image and Graphics, ICIG 2021, held in Haikou, China, in August 2021.* The 198 full papers presented were selected from 421 submissions and focus on advances of theory, techniques and algorithms as well as innovative technologies of image, video and graphics processing and fostering innovation, entrepreneurship, and networking. *The conference was postponed due to the COVID-19 pandemic.
Image and Graphics: 11th International Conference, ICIG 2021, Haikou, China, August 6–8, 2021, Proceedings, Part III (Lecture Notes in Computer Science #12890)
by Yuxin Peng Shi-Min Hu Moncef Gabbouj Kun Zhou Michael Elad Kun XuThis three-volume set LNCS 12888, 12898, and 12890 constitutes the refereed conference proceedings of the 11th International Conference on Image and Graphics, ICIG 2021, held in Haikou, China, in August 2021.* The 198 full papers presented were selected from 421 submissions and focus on advances of theory, techniques and algorithms as well as innovative technologies of image, video and graphics processing and fostering innovation, entrepreneurship, and networking. *The conference was postponed due to the COVID-19 pandemic.
Image and Graphics Technologies and Applications: 16th Chinese Conference on Image and Graphics Technologies, IGTA 2021, Beijing, China, June 6–7, 2021, Revised Selected Papers (Communications in Computer and Information Science #1480)
by Yongtian Wang Weitao SongThis book constitutes the refereed proceedings of the 16th Conference on Image and Graphics Technologies and Applications, IGTA 2021, held in Beijing, China in June, 2021. The 21 papers presented were carefully reviewed and selected from 86 submissions. They provide a forum for sharing progresses in the areas of image processing technology; image analysis and understanding; computer vision and pattern recognition; big data mining, computer graphics and VR, as well as image technology applications. The volume contains the following thematic blocks: image processing and enhancement techniques (image information acquisition, image/video coding, image/video transmission, image/video storage, compression, completion, dehazing, reconstruction and display, etc.); biometric identification techniques (biometric identification and authentication techniques including face, fingerprint, iris and palm-print, etc.); machine vision and 3D reconstruction (visual information acquisition, camera calibration, stereo vision, 3D reconstruction, and applications of machine vision in industrial inspection, etc.); image/video big data analysis and understanding (object detection and recognition, image/video retrieval, image segmentation, matching, analysis and understanding); computer graphics (modeling, rendering, algorithm simplification and acceleration techniques, realistic scene generation, 3D reconstruction algorithm, system and application, etc.); virtual reality and human-computer interaction (virtual scene generation techniques, tracing and positioning techniques for large-scale space, augmented reality techniques, human-computer interaction techniques based on computer vision, etc.); applications of image and graphics (image/video processing and transmission, biomedical engineering applications, information security, digital watermarking, text processing and transmission, remote sensing, telemetering, etc.); other research works and surveys related to the applications of image and graphics technology.
Image Color Feature Extraction Techniques: Fundamentals and Applications (SpringerBriefs in Applied Sciences and Technology)
by Jyotismita Chaki Nilanjan DeyThis book introduces a range of image color feature extraction techniques. Readers are encouraged to try implementing the techniques discussed here on their own, all of which are presented in a very simple and step-by-step manner. In addition, the book can be used as an introduction to image color feature techniques for those who are new to the research field and software. The techniques are very easy to understand as most of them are described with pictorial examples. Not only the techniques themselves, but also their applications are covered. Accordingly, the book offers a valuable guide to these tools, which are a vital component of content-based image retrieval (CBIR).
Image Objects: An Archaeology of Computer Graphics
by Jacob GabouryHow computer graphics transformed the computer from a calculating machine into an interactive medium, as seen through the histories of five technical objects.Most of us think of computer graphics as a relatively recent invention, enabling the spectacular visual effects and lifelike simulations we see in current films, television shows, and digital games. In fact, computer graphics have been around as long as the modern computer itself, and played a fundamental role in the development of our contemporary culture of computing. In Image Objects, Jacob Gaboury offers a prehistory of computer graphics through an examination of five technical objects--an algorithm, an interface, an object standard, a programming paradigm, and a hardware platform--arguing that computer graphics transformed the computer from a calculating machine into an interactive medium. Gaboury explores early efforts to produce an algorithmic solution for the calculation of object visibility; considers the history of the computer screen and the random-access memory that first made interactive images possible; examines the standardization of graphical objects through the Utah teapot, the most famous graphical model in the history of the field; reviews the graphical origins of the object-oriented programming paradigm; and, finally, considers the development of the graphics processing unit as the catalyst that enabled an explosion in graphical computing at the end of the twentieth century. The development of computer graphics, Gaboury argues, signals a change not only in the way we make images but also in the way we mediate our world through the computer--and how we have come to reimagine that world as computational.