MadCap Flare 2023
The 2023 edition of this STC award-winning book explains how to organize, build, and publish online help, user guides, training guides, eLearning, knowledge bases, policies and procedures, and more using the industry benchmark for single source publishing: MadCap Flare. Flare expert Scott DeLoach shares detailed information about how to import Word, Excel, FrameMaker, Author-it, RoboHelp, Confluence, and Markdown documents and how to use all of Flare's features. Each section also includes sample questions to help you prepare for the Flare certification test.
MadCap Flare 2024
The 2024 edition of this STC award-winning book explains how to organize, build, and publish online help, user guides, training guides, eLearning, knowledge bases, policies and procedures, and more using the industry benchmark for single source publishing: MadCap Flare. Flare expert Scott DeLoach shares detailed information about how to import Word, Excel, FrameMaker, Author-it, RoboHelp, Confluence, and Markdown documents and how to use all of Flare's features. Each section also includes sample questions to help you prepare for the Flare certification test.
Digital Permaculture
Discover how permaculture etthics and principles can transcend garden gates and be applied to the digital world. "Digital Permaculture" explores the innovative fusion of ecological design with digital technologies, guiding you through a complete permaculture design process adapted for the digital age. Uncover the challenges and insights of applying Zones, Sectors, and Patterns in a digital context. Learn how to make informed choices about digital tools that align with permaculture ethics and principles. This book not only provides a introduction to permaculture but also addresses the necessity of integrating sustainable practices into our increasingly digital lives. Embark with Dominik Jais on a journey that redefines permaculture for the modern world, offering practical tools and inspiring stories to help you create a more sustainable and balanced digital environment.
We are the Intelligent Designer, Designing the Anthropocene
There are multiple studies and writings on humans impact on the planet. Each focus is important but what is addressed here is how the silos cross influence. The impact may be by design or untended consequences of seemingly unrelated factors, but when mixed become a synthesis of actions beyond the original intent. Here the factors are featured and also the inter related results in the designed planet. And I look at what the form of hominin-like would be if designed for best function rather than the surviving elements (good and less than premium) of evolution.
CCSP (ISC)2 Certified Cloud Security Professional Exam Guide
Become a Certified Cloud Security Professional and open new avenues for growth in your careerPurchase of this book unlocks access to web-based exam prep resources including mock exams, flashcards, exam tips, and the eBook PDFKey Features: - Gain confidence to pass the CCSP exam with tricks, techniques, and mock tests- Break down complex technical topics with the help of two experienced CCSP bootcamp educators- Learn all you need to know about cloud security to excel in your career beyond the examBook Description: Preparing for the Certified Cloud Security Professional (CCSP) exam can be challenging, as it covers a wide array of topics essential for advancing a cybersecurity professional's career by validating their technical skills. To prepare for the CCSP exam, you need a resource that not only covers all the exam objectives but also helps you prepare for the format and structure of the exam.Written by two seasoned cybersecurity professionals with a collective experience of hundreds of hours training CCSP bootcamps, this CCSP study guide reflects the journey you'd undertake in such training sessions.The chapters are packed with up-to-date information necessary to pass the (ISC)2 CCSP exam. Additionally, to boost your confidence, the book provides self-assessment questions, exam tips, and mock exams with detailed answer explanations. You'll be able to deepen your understanding using illustrative explanations that briefly review key points.As you progress, you'll delve into advanced technical aspects of cloud domain security, such as application security, design, managing and securing data, and infrastructure in the cloud using best practices and legal policies and procedures.By the end of this guide, you'll be ready to breeze through the exam and tackle real-world cloud security challenges with ease.What You Will Learn: - Gain insights into the scope of the CCSP exam and why it is important for your security career- Familiarize yourself with core cloud security concepts, architecture, and design principles- Analyze cloud risks and prepare for worst-case scenarios- Delve into application security, mastering assurance, validation, and verification- Explore privacy, legal considerations, and other aspects of the cloud infrastructure- Understand the exam registration process, along with valuable practice tests and learning tipsWho this book is for: This CCSP book is for IT professionals, security analysts, and professionals who want to pursue a career in cloud security, aiming to demonstrate real-world skills. It also caters to existing IT and security professionals looking to acquire practical cloud security expertise and validate their proficiency through the CCSP certification. To get started with this book, a solid understanding of cloud technologies and cybersecurity basics is necessary.Table of Contents- Core Cloud Concepts- Cloud Reference Architecture- Top Threats and Essential Cloud Security Concepts and Controls- Design Principles for Secure Cloud Computing- How to Evaluate Your Cloud Service Provider- Cloud Data Security Concepts and Architectures- Data Governance Essentials- Essential Infrastructure and Platform Components for a Secure Data Center- Analyzing Risk- Security Control Implementation- Planning for the Worst-Case Scenario - Business Continuity and Disaster Recovery- Application Security(N.B. Please use the Read Sample option to see further chapters)
Knowledge Science, Engineering and Management
The five-volume set LNCS 14884, 14885, 14886, 14887 & 14888 constitutes the refereed deadline proceedings of the 17th International Conference on Knowledge Science, Engineering and Management, KSEM 2024, held in Birmingham, UK, during August 16-18, 2024. The 160 full papers presented in these proceedings were carefully reviewed and selected from 495 submissions. The papers are organized in the following topical sections: Volume I: Knowledge Science with Learning and AI (KSLA) Volume II: Knowledge Engineering Research and Applications (KERA) Volume III: Knowledge Management with Optimization and Security (KMOS) Volume IV: Emerging Technology Volume V: Special Tracks
Artificial Intelligence in Medicine
This two-volume set LNAI 14844-14845 constitutes the refereed proceedings of the 22nd International Conference on Artificial Intelligence in Medicine, AIME 2024, held in Salt Lake City, UT, USA, during July 9-12, 2024. The 54 full papers and 22 short papers presented in the book were carefully reviewed and selected from 335 submissions. The papers are grouped in the following topical sections: Part I: Predictive modelling and disease risk prediction; natural language processing; bioinformatics and omics; and wearable devices, sensors, and robotics. Part II: Medical imaging analysis; data integration and multimodal analysis; and explainable AI.
Knowledge Science, Engineering and Management
The five-volume set LNCS 14884, 14885, 14886, 14887 & 14888 constitutes the refereed deadline proceedings of the 17th International Conference on Knowledge Science, Engineering and Management, KSEM 2024, held in Birmingham, UK, during August 16-18, 2024. The 160 full papers presented in these proceedings were carefully reviewed and selected from 495 submissions. The papers are organized in the following topical sections: Volume I: Knowledge Science with Learning and AI (KSLA) Volume II: Knowledge Engineering Research and Applications (KERA) Volume III: Knowledge Management with Optimization and Security (KMOS) Volume IV: Emerging Technology Volume V: Special Tracks
The Human Factor
Cyberattacks are a threat to information security and the underlying reason behind it is the continuous increase in internet consumption by individuals and organizations (Zwilling et al., 2020). Today IT systems are no longer used to support the business, but it is instead a precondition for the businesses to function. What is happening among companies is that they today rely more on effective processes, people, and security technologies that are usually threatened by cyberattacks. To reduce the risk of the threats, companies are trying to support information security by using different technological solutions (Reeves et al., 2020). Despite that, the number of cyberattacks is still increasing in Europe (Reeves et al., 2020; Panou et al., 2017). The identified reason behind it is the increased management of humans that lack risk awareness and knowledge regarding the possible threats of cyberattacks (Reeves et al., 2020). Zwilling et al. (2020) and Lacey (2010) claim human error to be the weakest link in the cybersecurity chain. Further, Zwilling et al. (2020) describe that no matter what tool is being used to strengthen cybersecurity, the lack of awareness among the employees and especially leaders will outweigh the preventive measures that are being implemented (Zwilling et al., 2020).
The Invader
A rogue planet is speeding its way towards the inner solar system, destined to become a hot Jupiter. It is a scenario that has played out countless times throughout the galaxy, and the result is always that the rocky inner planets are flung into the deep freeze of interstellar space, taking their inhabitants with them.The people in the story are compelled by their character, culture, history, and beliefs to choose a particular path and they have little conscious choice in the matter. Moral and spiritual dilemmas, and emotional conflicts abound.The chief engineer of the leading aerospace contractor convinces the company's CEO to fund a crash project to send astronauts to resettle on another planet. It is imperative to choose a planet that is proven to be habitable, that is, with life already established. There is no time to terraform another planet and in addition, such large engineering efforts are uncertain, difficult to fine tune, and prone to unanticipated runaway effects. A hand-picked team of astronauts and the exploration project engineering team have a tight, unalterable deadline to design, adapt, test, prepare for and launch new space habitats toward their exoplanet targets before the inevitable panic destroys their facilities and resources.Robots and artificial intelligence must play a key role, enhanced and extended well beyond current capabilities. This technology has its own dangers and limitations. Is success even possible?As catastrophe nears, people's motivations change. Work, education, and careers offer fewer incentives while family becomes more important. Law and order gradually break down. Government leaders react to both the emergency and people's response to it. Demagogues and cult leaders spring up right and left with appealing messages for the desperate and susceptible. Society is forcibly altered.
Design, User Experience, and Usability
This five-volume set LNCS 14712-14716 constitutes the refereed proceedings of the 13th International Conference on Design, User Experience, and Usability, DUXU 2024, held as part of the 26th International Conference, HCI International 2024, in Washington, DC, USA, during June 29 - July 4, 2024. The total of 1271 papers and 309 posters included in the HCII 2024 proceedings was carefully reviewed and selected from 5108 submissions. The DUXU 2024 proceedings were organized in the following topical sections: Part I: Information Visualization and Interaction Design; Usability Testing and User Experience Evaluation. Part II: Designing Interactions for Intelligent Environments; Automotive Interactions and Smart Mobility Solutions; Speculative Design and Creativity. Part III: User Experience Design for Inclusion and Diversity; Human-Centered Design for Social Impact. Part IV: Designing Immersive Experiences across Contexts; Technology, Design, and Learner Engagement; User Experience in Tangible and Intangible Cultural Heritage. Part V: Innovative Design for Enhanced User Experience; Innovations in Product and Service Design.
Design, User Experience, and Usability
This five-volume set LNCS 14712-14716 constitutes the refereed proceedings of the 13th International Conference on Design, User Experience, and Usability, DUXU 2024, held as part of the 26th International Conference, HCI International 2024, in Washington, DC, USA, during June 29 - July 4, 2024. The total of 1271 papers and 309 posters included in the HCII 2024 proceedings was carefully reviewed and selected from 5108 submissions. The DUXU 2024 proceedings were organized in the following topical sections: Part I: Information Visualization and Interaction Design; Usability Testing and User Experience Evaluation. Part II: Designing Interactions for Intelligent Environments; Automotive Interactions and Smart Mobility Solutions; Speculative Design and Creativity. Part III: User Experience Design for Inclusion and Diversity; Human-Centered Design for Social Impact. Part IV: Designing Immersive Experiences across Contexts; Technology, Design, and Learner Engagement; User Experience in Tangible and Intangible Cultural Heritage. Part V: Innovative Design for Enhanced User Experience; Innovations in Product and Service Design.
Functional Programming with Go
Crafting elegant and efficient solutions!KEY FEATURES ● Learn core functional programming (FP) concepts and their advantages for Go development.● Implement practical techniques like closures, higher-order functions, and function currying for powerful codes.● Write clean and maintainable code using immutability and pure functions.DESCRIPTION "Functional Programming with Go" is a comprehensive guide to introduce Go developers to the powerful concepts of functional programming. This book covers topics like first-class functions, closures, higher-order functions, immutability, and pure functions. It also demonstrates how these principles can enhance code quality, reliability, and maintainability.Starting with functional programming basics and setup, it covers first-class functions, closures, and higher-order functions like map, filter, and reduce. You will learn advanced techniques like currying, immutability, and functional error handling with monads. The book also explores concurrent programming with FP in Go, design patterns, functional web development, testing, debugging, and advanced topics like memoization.This book equips you with the knowledge and skills needed to write efficient, scalable, and robust Go applications. By the end of this book, you will have the knowledge and skills to apply functional programming principles in Go.WHAT YOU WILL LEARN● Applying functional programming concepts to enhance code quality.● Leveraging higher-order functions and closures for flexible code.● Implementing advanced techniques like function currying and partial application.● Writing pure functions and using immutable data structures in Go.● Handling errors efficiently using monads and functional techniques.● Designing concurrent systems with goroutines and channels in Go.WHO THIS BOOK IS FORThis book is designed for Go developers who want to enhance their skills in functional programming. It is also suitable for programmers with a basic understanding of Go.
CySA+ Study Guide
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Generative AI For Beginners Playbook
Unleash Your Potential with AI: Unlock the Limitless Possibilities to Transform Your Creativity and Career with This Easy-to-Follow Guide!Are you captivated by the rapid advancements in AI but feel overwhelmed by the sheer variety of options? Do you find the terminology daunting? Or are you simply unsure where to begin with this transformative technology? This book is your gateway to not just understanding but mastering the exciting world of Generative AI.Go From Beginner to Innovator! This Playbook is designed to demystify the complex world of artificial intelligence and make it accessible to everyone-whether you're an AI novice or looking to deepen your existing knowledge. Dive into this comprehensive guide that not only educates but also empowers you to harness the potential of AI in numerous domains including art, music, business, personal development and more. Inside, You Will Discover: Foundational AI Knowledge: Start from the basics and build a solid foundation in AI principles, no matter your starting level.Creative AI Applications: Explore how Generative AI is revolutionizing fields like art, music, and literature, pushing the boundaries of creativity.Practical AI Tools: Gain hands-on experience with user-friendly AI platforms to enhance your skills and confidence in applying AI.Whether you're looking to boost your professional skills, explore new creative outlets, lose weight, get fit, or gain a competitive edge in the tech-driven world, this book provides the tools and knowledge you need to succeed.Take the First Step Towards AI Mastery Don't let the complexity of AI deter you from the exponential opportunities it presents. With this book, you're not just reading about AI-you're preparing to become a leader in AI's application.Embrace the future of AI and harness its potential to reshape your world. Scroll up and click "Add to Cart" to start your journey towards becoming an AI innovator!
The Internet - Ways To Become Part Of The Online Community!
I hope that it will interest those who are hoping to make money on line, and those who want to attract more traffic to an offline business by using the often 'free' resources that the Internet has to offer. It will also be useful to bloggers who just want to make friends all over the world and chat with them. Luckily, many aspects of the Internet are still free, especially if you don't allow yourself to be manipulated by the self-proclaimed Internet gurus, who are waiting to pounce on unsuspecting newbies. I hope that you will find the information helpful, useful and profitable. The ideas in this ebook on various aspects of the Internet including using it to your advantage is organised into 17 chapters of about 500-600 words each. I hope that it will interest those who are hoping to make money on line, and those who want to attract more traffic to an offline business by using the often 'free' resources that the Internet has to offer. It will also be useful to bloggers who just want to make friends all over the world and chat with them. Luckily, many aspects of the Internet are still free, especially if you don't allow yourself to be manipulated by the self-proclaimed Internet gurus, who are waiting to pounce on unsuspecting newbies. As an added bonus, I am granting you permission to use the content on your own website or in your own blogs and newsletter, although it is better if you rewrite them in your own words first.
Innovative Technologies and Learning
The two-volume set LNCS 14785 and 14786 constitutes the refereed post-conference proceedings of the 7th International Conference on Innovative Technologies and Learning, ICITL 2024, Tartu, Estonia, during August 14 -16, 2024. The 60 full papers included in this book were carefully reviewed and selected from 131 submissions. They were organized in topical sections as follows: Part One: Artificial Intelligence in Education; Computational Thinking in Education; Design and Framework of Learning Systems and Pedagogies to Innovative Technologies and Learning. Part Two: STEM/STEAM Education; VR/AR/MR/XR in Education; and Application and Design of Generative Artificial Intelligence in Education.
Rough Sets
This two-volume set LNAI 14839-14840 constitutes the refereed proceedings of the International Joint Conference on Rough Sets, IJCRS 2024, held in Halifax, NS, Canada, during May 17-20, 2024. The 43 full papers included in this book were carefully reviewed and selected from 56 submissions. They are organized in topical sections as follows: Part I: Rough Set Models and Foundations; Rule Induction and Machine Learning; Granular Computing; and Rough Set Applications. Part II: Three-Way Decision and Rough Sets; Three-Way Decision in Data Analytics; Three-Way Decision in Broad Senses; Rental Market Data Mining; and Applications of Deep Learning and Soft Computing.
Natural Scientific Language Processing and Research Knowledge Graphs
Modern Computer Vision with PyTorch - Second Edition
The definitive computer vision book is back, featuring the latest neural network architectures and an exploration of foundation and diffusion modelsPurchase of the print or Kindle book includes a free eBook in PDF formatKey Features- Understand the inner workings of various neural network architectures and their implementation, including image classification, object detection, segmentation, generative adversarial networks, transformers, and diffusion models- Build solutions for real-world computer vision problems using PyTorch- All the code files are available on GitHub and can be run on Google ColabBook DescriptionWhether you are a beginner or are looking to progress in your computer vision career, this book guides you through the fundamentals of neural networks (NNs) and PyTorch and how to implement state-of-the-art architectures for real-world tasks.The second edition of Modern Computer Vision with PyTorch is fully updated to explain and provide practical examples of the latest multimodal models, CLIP, and Stable Diffusion.You'll discover best practices for working with images, tweaking hyperparameters, and moving models into production. As you progress, you'll implement various use cases for facial keypoint recognition, multi-object detection, segmentation, and human pose detection. This book provides a solid foundation in image generation as you explore different GAN architectures. You'll leverage transformer-based architectures like ViT, TrOCR, BLIP2, and LayoutLM to perform various real-world tasks and build a diffusion model from scratch. Additionally, you'll utilize foundation models' capabilities to perform zero-shot object detection and image segmentation. Finally, you'll learn best practices for deploying a model to production.By the end of this deep learning book, you'll confidently leverage modern NN architectures to solve real-world computer vision problems.What you will learn- Get to grips with various transformer-based architectures for computer vision, CLIP, Segment-Anything, and Stable Diffusion, and test their applications, such as in-painting and pose transfer- Combine CV with NLP to perform OCR, key-value extraction from document images, visual question-answering, and generative AI tasks- Implement multi-object detection and segmentation- Leverage foundation models to perform object detection and segmentation without any training data points- Learn best practices for moving a model to productionWho this book is forThis book is for beginners to PyTorch and intermediate-level machine learning practitioners who want to learn computer vision techniques using deep learning and PyTorch. It's useful for those just getting started with neural networks, as it will enable readers to learn from real-world use cases accompanied by notebooks on GitHub. Basic knowledge of the Python programming language and ML is all you need to get started with this book. For more experienced computer vision scientists, this book takes you through more advanced models in the latter part of the book.Table of Contents- Artificial Neural Network Fundamentals- PyTorch Fundamentals- Building a Deep Neural Network with PyTorch- Introducing Convolutional Neural Networks- Transfer Learning for Image Classification- Practical Aspects of Image Classification- Basics of Object Detection- Advanced Object Detection- Image Segmentation- Applications of Object Detection and Segmentation- Autoencoders and Image Manipulation- Image Generation Using GANs(N.B. Please use the Read Sample option to see further chapters)
Artificial Intelligence in Modern Conflict
From autonomous drones to cutting-edge cyber warfare, this book provides a gripping narrative that unveils the rise of AI-driven capabilities and their profound impact on modern armed conflicts. The book not only chronicles the technological arms race but also examines the strategic implications, ethical considerations, and geopolitical shifts that arise when machines take center stage on the battlefield. The author takes readers through historical precedents, offering insights into the development of AI technologies for military applications, and then propels readers into the future, where autonomous systems, machine learning algorithms, and quantum computing redefine the nature of warfare. Engaging and accessible, this book demystifies complex concepts while addressing the pressing questions surrounding the use of AI in military contexts. As nations invest heavily in AI for defence, this book serves as a timely guide for policymakers, military professionals, and concerned citizens seeking to understand the risks, rewards, and responsibilities associated with unleashing artificial intelligence on the battlefield.
My Year In The Online Left
In 2020, a veteran culture critic took on a social media experiment he called "Supersize Me Twitter" (he refuses to call it "X").For one full year (which turned into four), he would post about politics every day on "leftist Twitter," but without "choosing a side" between Democrats, socialists, communists or progressives.This is the story of that bad idea and what he learned during that time.Informed by such thinkers as Alvin Toffler, Barbara Ehrenreich, Chalmers Johnson, Mark Blyth, Michael Hudson, Clara Mattei, Robert Ovetz, Steve Keen and dozens of others, this book is intended as a "travel guide" for activists, organizers and curiosity seekers alike. It demystifies such recent developments as the decline of corporate social media platforms, the rise of independent media (the "Fifth Estate") as it replaces the mainstream media, "punk economics," divisions within the "online left" itself, and why the US economic system has entered its "late stage capitalism" phase.The second book from Russian Nazi Troll Bots author Eric Saeger examines what a "unified online left" could accomplish by coming to agreement on real-world objectives, combatting divisive propaganda and joining forces, first by looking at alternative social media platforms, then by looking at the commonalities and differences between liberals and "farther-leftists," and finally by offering practical advice on activist strategies like hashtag campaigns and other techniques that could potentially augment the work of organizers involved in labor, climate and other areas of activism.
Design Patterns of Deep Learning with TensorFlow
Architecting AI: Design patterns for building deep learning productsKEY FEATURES ● Master foundational concepts in design patterns of deep learning.● Benefit from practical insights shared by an industry professional.● Learn to build data products using deep learning.DESCRIPTION Design Patterns of Deep Learning with TensorFlow is your comprehensive guide to learning deep learning from a design pattern perspective. In this book, we explore deep learning within the context of building hyper-personalization models, exploring its applications across various industries and scenarios. It starts by showing how deep learning enhances retail through customer segmentation and data analysis. You will learn neural networks, computer vision with CNNs, and NLP for analyzing customer behavior. This book addresses challenges like uneven data and optimizing models with techniques like backpropagation, hyperparameter tuning, and transfer learning. Finally, it covers setting up data pipelines and deploying your system. With practical tips and actionable advice, this book equips readers with the skills and strategies needed to thrive in today's competitive AI landscape.By the end of this book, you will be equipped with the knowledge and practical skills to build and deploy deep learning-powered hyper-personalization systems that deliver exceptional customer experiences.WHAT YOU WILL LEARN● Understand about hyper-personalized AI models for tailored user experiences.● Design principles of computer vision and NLP models.● Inner working of transformers equipping readers to understand the intricacies of generative AI and large language models (LLMs) like ChatGPT.● To get the best out of deep learning models through hyperparameter tuning and transfer learning.● Learn how to build deployment pipelines to serve models into production environments seamlessly.WHO THIS BOOK IS FORThis book caters to both beginners and experienced practitioners in the field of data science and Machine Learning. Through practical examples, it simplifies complex ideas, linking them to design patterns.
CISM Exam Pass
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Modern Graph Theory Algorithms with Python
Solve challenging and computationally intensive analytics problems by leveraging network science and graph algorithms Key Features- Learn how to wrangle different types of datasets and analytics problems into networks- Leverage graph theoretic algorithms to analyze data efficiently- Apply the skills you gain to solve a variety of problems through case studies in Python- Purchase of the print or Kindle book includes a free PDF eBookBook DescriptionWe are living in the age of big data, and scalable solutions are a necessity. Network science leverages the power of graph theory and flexible data structures to analyze big data at scale.This book guides you through the basics of network science, showing you how to wrangle different types of data (such as spatial and time series data) into network structures. You'll be introduced to core tools from network science to analyze real-world case studies in Python. As you progress, you'll find out how to predict fake news spread, track pricing patterns in local markets, forecast stock market crashes, and stop an epidemic spread. Later, you'll learn about advanced techniques in network science, such as creating and querying graph databases, classifying datasets with graph neural networks (GNNs), and mining educational pathways for insights into student success. Case studies in the book will provide you with end-to-end examples of implementing what you learn in each chapter.By the end of this book, you'll be well-equipped to wrangle your own datasets into network science problems and scale solutions with Python.What you will learn- Transform different data types, such as spatial data, into network formats- Explore common network science tools in Python- Discover how geometry impacts spreading processes on networks- Implement machine learning algorithms on network data features- Build and query graph databases- Explore new frontiers in network science such as quantum algorithmsWho this book is forIf you're a researcher or industry professional analyzing data and are curious about network science approaches to data, this book is for you. To get the most out of the book, basic knowledge of Python, including pandas and NumPy, as well as some experience working with datasets is required. This book is also ideal for anyone interested in network science and learning how graph algorithms are used to solve science and engineering problems. R programmers may also find this book helpful as many algorithms also have R implementations.Table of Contents- What is a Network?- Wrangling Data into Networks with NetworkX and igraph- Demographic Data- Transportation Data- Ecological Data- Stock Market Data- Goods Prices/Sales Data- Dynamic Social Networks- Machine Learning for Networks- Pathway Mining- Mapping Language Families - an Ontological Approach- Graph Databases- Putting It All Together- New Frontiers
Why Machines Learn
A rich, narrative explanation of the mathematics that has brought us machine learning and the ongoing explosion of artificial intelligence Machine learning systems are making life-altering decisions for us: approving mortgage loans, determining whether a tumor is cancerous, or deciding if someone gets bail. They now influence developments and discoveries in chemistry, biology, and physics--the study of genomes, extrasolar planets, even the intricacies of quantum systems. And all this before large language models such as ChatGPT came on the scene. We are living through a revolution in machine learning-powered AI that shows no signs of slowing down. This technology is based on relatively simple mathematical ideas, some of which go back centuries, including linear algebra and calculus, the stuff of seventeenth- and eighteenth-century mathematics. It took the birth and advancement of computer science and the kindling of 1990s computer chips designed for video games to ignite the explosion of AI that we see today. In this enlightening book, Anil Ananthaswamy explains the fundamental math behind machine learning, while suggesting intriguing links between artificial and natural intelligence. Might the same math underpin them both? As Ananthaswamy resonantly concludes, to make safe and effective use of artificial intelligence, we need to understand its profound capabilities and limitations, the clues to which lie in the math that makes machine learning possible.
New Frontiers in Artificial Intelligence
This LNAI volume 14644 constitutes the revised selected papers of JSAI-isAI 2023 International Workshops, JURISIN, SCIDOCA, EmSemi and AI-Biz, in Kumamoto, in Japan, held in June 2023. The 15 full papers included in this volume were carefully reviewed and selected from 52 submissions. JSAI-isAI 2023 hosted four workshops (JURISIN 2023, SCIDOCA 2023, EmSemi2023, and AI-Biz 2023): The 17th International Workshop on Juris-informatics (JURISIN 2023) details legal issues from the perspective of information science. It covers various topics, including models of legal reasoning, argumentation agents, legal ontologies, legal knowledge bases, computerized legal education, AI legal problems, legal document analysis, natural language processing for law. The 7th International Workshop on Scientific Document Analysis (SCIDOCA2023) is an annual international workshop focusing on various aspects and perspectives of scientific document analysis for their effcient use and exploration. The first International Workshop on Embodied Semiotics (EmSemi2023) focuses on developing a "multimodal semiotic" approach to the existing semiotics discussed in the fields of linguistics and philosophy of language, focusing on the phenomena such as gestures and signs in language interactions, which have not yet been clearly characterized as symbols. The International Workshop on Artificial Intelligence of and for Business (AI-Biz 2023) focuses on the vast business and AI technology fields. It covers various topics, including investment strategy, Stock market, mergers and acquisitions, online advertisement, knowledge extraction, power market, collaborative multi-agent, visualization, COVID-19 infections, classification, fake news, wide and deep learning.
Virtual, Augmented and Mixed Reality
This three-volume set LNCS 14706-14708 constitutes the refereed proceedings of the 16th International Conference on Virtual, Augmented and Mixed Reality, VAMR 2024, held as part of the 26th International Conference, HCI International 2024, in Washington, DC, USA, during June 29 - July 4, 2024. The total of 1271 papers and 309 posters included in the HCII 2024 proceedings was carefully reviewed and selected from 5108 submissions. The VAMR 2024 proceedings were organized in the following topical sections: Part I:: Perception, Interaction and Design; User Experience and Evaluation. Part II: Immersive Collaboration and Environment Design; Sensory, Tangible and Embodied Interaction in VAMR. Part III: Immersive Education and Learning; VAMR Applications and Development.
Virtual, Augmented and Mixed Reality
This three-volume set LNCS 14706-14708 constitutes the refereed proceedings of the 16th International Conference on Virtual, Augmented and Mixed Reality, VAMR 2024, held as part of the 26th International Conference, HCI International 2024, in Washington, DC, USA, during June 29 - July 4, 2024. The total of 1271 papers and 309 posters included in the HCII 2024 proceedings was carefully reviewed and selected from 5108 submissions. The VAMR 2024 proceedings were organized in the following topical sections: Part I:: Perception, Interaction and Design; User Experience and Evaluation. Part II: Immersive Collaboration and Environment Design; Sensory, Tangible and Embodied Interaction in VAMR. Part III: Immersive Education and Learning; VAMR Applications and Development.
Learning and Collaboration Technologies
This three-volume set LNCS 14722-14724 constitutes the thoroughly refereed proceedings of the 11th International Conference, LCT 2024, held as part of the 26th International Conference on Human-Computer Interaction, HCI International 2024 (HCII 2024), was held as a hybrid event in Washington DC, USA, during June/July 2024. The total of 1271 papers and 309 posters included in the HCII 2023 proceedings was carefully reviewed and selected from 5108 submissions. The LCT 2024 conference addresses theoretical foundations, design, and implementation, as well as effectiveness and impact issues related to interactive technologies for learning and collaboration, including design methodologies, developments and tools, theoretical models, learning design or learning experience (LX) design, as well as technology adoption and use in formal, non-formal and informal educational contexts.
Virtual, Augmented and Mixed Reality
This three-volume set LNCS 14706-14708 constitutes the refereed proceedings of the 16th International Conference on Virtual, Augmented and Mixed Reality, VAMR 2024, held as part of the 26th International Conference, HCI International 2024, in Washington, DC, USA, during June 29 - July 4, 2024. The total of 1271 papers and 309 posters included in the HCII 2024 proceedings was carefully reviewed and selected from 5108 submissions. The VAMR 2024 proceedings were organized in the following topical sections: Part I:: Perception, Interaction and Design; User Experience and Evaluation. Part II: Immersive Collaboration and Environment Design; Sensory, Tangible and Embodied Interaction in VAMR. Part III: Immersive Education and Learning; VAMR Applications and Development.
Universal Access in Human-Computer Interaction
This three-volume set LNCS 14696-14698 constitutes the refereed proceedings of the 18th International Conference on Universal Access in Human-Computer Interaction, UAHCI 2024, held as part of the 26th International Conference, HCI International 2024, in Washington, DC, USA, during June 29 - July 4, 2024. The total of 1271 papers and 309 posters included in the HCII 2024 proceedings was carefully reviewed and selected from 5108 submissions. The UAHCI 2024 proceedings were organized in the following topical sections: Part I: User Experience Design and Evaluation for Universal Access; AI for Universal Access. Part II: Universal Access to Digital Services; Design for Cognitive Disabilities; Universal Access to Virtual and Augmented Reality. Part III: Universal Access to Learning and Education; Universal Access to Health and Wellbeing; Universal Access to Information and Media.
Learning and Collaboration Technologies
This three-volume set LNCS 14722-14724 constitutes the refereed proceedings of the 11th International Conference on Learning and Collaboration Technologies, LCT 2024, held as part of the 26th International Conference on Human-Computer Interaction, HCI International 2024, which took place in Washington DC, USA, during June 29 - July 4, 2024.The total of 1271 papers and 309 posters included in the HCII 2023 proceedings was carefully reviewed and selected from 5108 submissions.The LCT 2024 conference addresses theoretical foundations, design, and implementation, as well as effectiveness and impact issues related to interactive technologies for learning and collaboration, including design methodologies, developments and tools, theoretical models, learning design or learning experience (LX) design, as well as technology adoption and use in formal, non-formal and informal educational contexts.
HashiCorp Terraform Associate (003) Exam Guide
Master Terraform concepts and the workflow to successfully gain HashiCorp Terraform Associate (003) certificationKey Features: - Familiarize yourself with every aspect of the latest Terraform Associate (003) exam objectives- Learn essential topics with detailed explanations and real-world examples- Focus on best practices for Infrastructure as Code (IaC) and Terraform- Purchase of this book unlocks access to web-based exam prep resources, including mock exams, flashcards, exam tips, and the eBook PDFBook Description: This HashiCorp Terraform Associate (003) exam guide simplifies technical content relating to the exam and helps you learn using real-world examples. The book is aligned with the latest exam objectives, which enables you to streamline your learning experience instead of referring to multiple sources for preparation. Moreover, the book is designed to serve as a "one-stop solution" for readers with varied levels of experience in Terraform.You'll learn how to efficiently provision and manage cloud and on-premises infrastructure using Terraform. As you progress, you'll focus on essential commands, state management techniques, and best practices. Later chapters will show you how to harness the power of Terraform modules for code reusability and scalability. You'll also gain insights into advanced topics such as debugging, troubleshooting, and leveraging Terraform Cloud and Terraform Enterprise for collaborative infrastructure management. This book provides you with lifetime access to supplementary practice resources such as mock exams, flashcards, and exam tips from experts.By the end of this book, you'll have the knowledge and skills you need to confidently tackle the Terraform Associate certification exam and excel in your career.What You Will Learn: - Understand the concepts around Infrastructure as Code (IaC)- Interact with modules seamlessly for scalable and reusable code- Use the core building blocks of Terraform effectively in multi-cloud environments- Apply Terraform functions to enhance configuration capabilities- Write configuration scripts and make use of workspaces- Understand the importance of Terraform state and its efficient managementWho this book is for: This HashiCorp Terraform Associate (003) preparation guide is tailored to individuals preparing for the latest Terraform Associate Certification (003) exam by HashiCorp. Cloud engineers specializing in automated provisioning of cloud infrastructure and related operations will also benefit significantly from this book.
Universal Access in Human-Computer Interaction
This three-volume set LNCS 14696-14698 constitutes the refereed proceedings of the 18th International Conference on Universal Access in Human-Computer Interaction, UAHCI 2024, held as part of the 26th International Conference, HCI International 2024, in Washington, DC, USA, during June 29 - July 4, 2024. The total of 1271 papers and 309 posters included in the HCII 2024 proceedings was carefully reviewed and selected from 5108 submissions. The UAHCI 2024 proceedings were organized in the following topical sections: Part I: User Experience Design and Evaluation for Universal Access; AI for Universal Access. Part II: Universal Access to Digital Services; Design for Cognitive Disabilities; Universal Access to Virtual and Augmented Reality. Part III: Universal Access to Learning and Education; Universal Access to Health and Wellbeing; Universal Access to Information and Media.
Regulating Hate Speech Created by Generative AI
This book examines ways to regulate generative AI to reduce online hate and secure justice in a digital environment. Featuring research and offering practical guidelines, the book presents tangible guidelines for regulating generative AI models so they do not contribute to online hate disinformation and imagery.
Privacy Technologies and Policy
This book constitutes the refereed conference proceedings of the 11th Annual Privacy Forum, APF 2023 in Lyon, France in June 2023. The 8 full papers were carefully reviewed and selected from 37 submissions. The papers are organized in the following topical sections: Emerging Technologies and Protection of Personal Data, Data Protection Principles and Data Subject Rights, Modelling Data Protection and Privacy, and Modelling Perceptions of Privacy.
Universal Access in Human-Computer Interaction
This three-volume set LNCS 14696-14698 constitutes the refereed proceedings of the 18th International Conference on Universal Access in Human-Computer Interaction, UAHCI 2024, held as part of the 26th International Conference, HCI International 2024, in Washington, DC, USA, during June 29 - July 4, 2024. The total of 1271 papers and 309 posters included in the HCII 2024 proceedings was carefully reviewed and selected from 5108 submissions. The UAHCI 2024 proceedings were organized in the following topical sections: Part I: User Experience Design and Evaluation for Universal Access; AI for Universal Access. Part II: Universal Access to Digital Services; Design for Cognitive Disabilities; Universal Access to Virtual and Augmented Reality. Part III: Universal Access to Learning and Education; Universal Access to Health and Wellbeing; Universal Access to Information and Media.
Human Interface and the Management of Information
This three-volume set LNCS 14789-14791 constitutes the thoroughly refereed proceedings of the thematic area Human Interface and the Management of Information, HIMI 2024, held as part of the 26th International Conference on Human-Computer Interaction, HCI International 2024 (HCII 2024), was held as a hybrid event in Washington DC, USA, during June/July 2024. The total of 1271 papers and 309 posters included in the HCII 2023 proceedings was carefully reviewed and selected from 5108 submissions. The HIMI conference addressed approaches and objectives of information and data design, retrieval, presentation and visualization, management, and evaluation in human computer interaction in a variety of application domains, such as, for example, learning, work, decision, collaboration, medical support, and service engineering, and much more.
Leveraging New Paradigms for Enhanced Mobile Network Security
The mobile landscape is evolving, and traditional security methods struggle to keep pace. New paradigms are emerging, offering a chance to leapfrog current limitations. Artificial intelligence (AI) stands as a powerful ally. By analyzing vast swathes of network data in real-time, AI can identify and neutralize threats before they materialize. Machine learning algorithms continuously refine their capabilities, adapting to ever-changing threats. Blockchain technology, renowned for its secure transactions, finds a new application in mobile networks. It creates an unalterable record of data transfers, making it virtually impossible for hackers to steal sensitive information. Network slicing, a key feature of 5G, carves up the network into virtual slices tailored to specific needs. This allows for prioritizing security for critical applications like healthcare or finance, ensuring crucial data remains protected. These innovative paradigms, coupled with advancements in encryption and user authentication, paint a future where mobile network security isn't an afterthought, but an integral part of the user experience. We can then embrace the lightning speeds of mobile networks with the confidence that our data is safe and sound.
Modern CMake for C++ - Second Edition
Gain proficiency in CMake and unlock the complete potential of C++ to develop exceptional projectsPurchase of the print or Kindle book includes a free eBook in the PDF formatKey Features: - Get to grips with CMake and take your C++ development skills to enterprise standards- Use hands-on exercises and self-assessment questions to lock-in your learning- Understand how to build in an array of quality checks and tests for robust codeBook Description: Modern CMake for C++ isn't just another reference book, or a repackaging of the documentation, but a blueprint to bridging the gap between learning C++ and being able to use it in a professional setting. It's an end-to-end guide to the automation of complex tasks, including building, testing, and packaging software.This second edition is significantly rewritten, restructured and refreshed with latest additions to CMake, such as support of C++20 Modules.In this book, you'll not only learn how to use the CMake language in CMake projects but also discover how to make those projects maintainable, elegant, and clean. As you progress, you'll dive into the structure of source directories, building targets, and packages, all while learning how to compile and link executables and libraries. You'll also gain a deeper understanding of how those processes work and how to optimize builds in CMake for the best results. You'll discover how to use external dependencies in your project - third-party libraries, testing frameworks, program analysis tools, and documentation generators. Finally, you'll gain profi ciency in exporting, installing, and packaging for internal and external purposes.By the end of this book, you'll be able to use CMake confi dently at a professional level.What You Will Learn: - Understand best practices to build ++ code- Gain practical knowledge of the CMake language- Guarantee code quality with tests and static and dynamic analysis- Discover how to manage, discover, download, and link dependencies with CMake- Build solutions that can be reused and maintained in the long term- Understand how to optimize build artifacts and the build process- Program modern CMake and manage your build processes- Acquire expertise in complex subjects such as CMake presetsWho this book is for: The book is for build engineers and software developers with knowledge of C/C++ programming who are looking to learn CMake to automate the process of building small and large software solutions. If you're just getting started with CMake, a long-time GNU Make user, or simply looking to brush up on the latest best practices, this book is for you.Table of Contents- First Steps with CMake- The CMake Language- Using CMake in Popular IDEs- Setting Up Your First CMake Project- Working with Targets- Using Generator Expressions- Compiling C++ Sources with CMake- Linking Executables and Libraries- Managing Dependencies in CMake- Using the C++20 Modules- Testing Frameworks- Program Analysis Tools- Generating Documentation- Installing and Packaging- Creating Your Professional Project- Writing CMake Presets- Appendix
DevOps Automation Cookbook
Automate, scale, and secure your DevOps workflows like a proDESCRIPTION In the fast-paced world of software development, embracing DevOps practices is key to achieving rapid, reliable deployments. The DevOps Automation Cookbook equips you with a comprehensive toolkit to automate and streamline your workflows, from infrastructure provisioning to continuous integration and deployment.This book teaches readers how to automate infrastructure setup and deployment using IaC tools like Terraform and Ansible. It covers essential DevOps practices such as version control with Git, continuous integration with Jenkins or Travis, and automated testing with Selenium. The book also explains containerization with Docker and orchestration with Kubernetes for efficient app deployment. It highlights DevSecOps, focusing on security with Puppet, and explores using TeamCity for enforcing compliance policies in the DevOps workflow.Whether you are a seasoned DevOps practitioner or just starting your journey, the DevOps Automation Cookbook provides the insights and hands-on skills you need to take your automation game to the next level. Discover how to optimize your processes, scale your infrastructure, and deliver high-quality software faster than ever before.WHAT YOU WILL LEARN● Automate infrastructure provisioning with Terraform and Ansible.● Implement version control and collaboration with Git.● Set up efficient CI/CD pipelines using Jenkins.● Leverage containers with Docker and orchestrate with Kubernetes.● Integrate automated testing and security into DevOps workflows.● Apply configuration management using Puppet and Chef.WHO THIS BOOK IS FORThis book is for DevOps engineers, system administrators, and software developers seeking to automate infrastructure provisioning, deployment, and security within their workflows.
Deep Generative Modeling
This first comprehensive book on models behind Generative AI has been thoroughly revised to cover all major classes of deep generative models: mixture models, Probabilistic Circuits, Autoregressive Models, Flow-based Models, Latent Variable Models, GANs, Hybrid Models, Score-based Generative Models, Energy-based Models, and Large Language Models. In addition, Generative AI Systems are discussed, demonstrating how deep generative models can be used for neural compression, among others. Deep Generative Modeling is designed to appeal to curious students, engineers, and researchers with a modest mathematical background in undergraduate calculus, linear algebra, probability theory, and the basics of machine learning, deep learning, and programming in Python and PyTorch (or other deep learning libraries). It should find interest among students and researchers from a variety of backgrounds, including computer science, engineering, data science, physics, and bioinformatics who wish to get familiar with deep generative modeling. In order to engage with a reader, the book introduces fundamental concepts with specific examples and code snippets. The full code accompanying the book is available on the author's GitHub site: github.com/jmtomczak/intro_dgm The ultimate aim of the book is to outline the most important techniques in deep generative modeling and, eventually, enable readers to formulate new models and implement them.
Human Interface and the Management of Information
This three-volume set LNCS 14789-14791 constitutes the thoroughly refereed proceedings of the thematic area Human Interface and the Management of Information, HIMI 2024, held as part of the 26th International Conference on Human-Computer Interaction, HCI International 2024 (HCII 2024), was held as a hybrid event in Washington DC, USA, during June/July 2024. The total of 1271 papers and 309 posters included in the HCII 2023 proceedings was carefully reviewed and selected from 5108 submissions. The HIMI conference addressed approaches and objectives of information and data design, retrieval, presentation and visualization, management, and evaluation in human computer interaction in a variety of application domains, such as, for example, learning, work, decision, collaboration, medical support, and service engineering, and much more.
Human-Computer Interaction
This five-volume set LNCS 14684-14688 constitutes the refereed proceedings of the Human Computer Interaction thematic area of the 26 International Conference on Human-Computer Interaction, HCII 2024, held in Washington, DC, USA, during June 29 - July 4, 2024. The total of 1271 papers and 309 posters included in the HCII 2024 proceedings was carefully reviewed and selected from 5108 submissions. The VAMR 2024 proceedings were organized in the following topical sections: Part I: HCI Theory and Design and Evaluation Methods and Tools; Emotions in HCI. Part II: Human-Robot Interaction; Child-Computer Interaction. Part III: HCI for Mental Health and Psychological Wellbeing; HCI in Healthcare. Part IV: HCI, Environment and Sustainability; Design and User Experience Evaluation Case Studies. Part V: Multimodality and Natural User Interfaces; HCI, AI, Creativity, Art and Culture.
Human-Computer Interaction
This five-volume set LNCS 14684-14688 constitutes the refereed proceedings of the Human Computer Interaction thematic area of the 26 International Conference on Human-Computer Interaction, HCII 2024, held in Washington, DC, USA, during June 29 - July 4, 2024. The total of 1271 papers and 309 posters included in the HCII 2024 proceedings was carefully reviewed and selected from 5108 submissions. The VAMR 2024 proceedings were organized in the following topical sections: Part I: HCI Theory and Design and Evaluation Methods and Tools; Emotions in HCI. Part II: Human-Robot Interaction; Child-Computer Interaction. Part III: HCI for Mental Health and Psychological Wellbeing; HCI in Healthcare. Part IV: HCI, Environment and Sustainability; Design and User Experience Evaluation Case Studies. Part V: Multimodality and Natural User Interfaces; HCI, AI, Creativity, Art and Culture.
