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Networks Attack Detection on 5G Networks using Data Mining Techniques (Wireless Communications and Networking Technologies)
By Sagar Dhanraj Pande, Aditya Khamparia. 2024
Artificial intelligence (AI) and its applications have risen to prominence as one of the most active study areas in recent…
years. In recent years, a rising number of AI applications have been applied in a variety of areas. Agriculture, transportation, medicine, and health are all being transformed by AI technology. The Internet of Things (IoT) market is thriving, having a significant impact on a wide variety of industries and applications, including e-health care, smart cities, smart transportation, and industrial engineering. Recent breakthroughs in artificial intelligence and machine learning techniques have reshaped various aspects of artificial vision, considerably improving the state of the art for artificial vision systems across a broad range of high-level tasks. As a result, several innovations and studies are being conducted to improve the performance and productivity of IoT devices across multiple industries using machine learning and artificial intelligence. Security is a primary consideration when analyzing the next generation communication network due to the rapid advancement of technology. Additionally, data analytics, deep intelligence, deep learning, cloud computing, and intelligent solutions are being employed in medical, agricultural, industrial, and health care systems that are based on the Internet of Things. This book will look at cutting-edge Network Attacks and Security solutions that employ intelligent data processing and Machine Learning (ML) methods.This book: Covers emerging technologies of network attacks and management aspects. Presents artificial intelligence techniques for networks and resource optimization, and toward network automation, and security. Showcases recent industrial and technological aspects of next-generation networks Illustrates artificial intelligence techniques to mitigate cyber-attacks, authentication, and authorization challenges. Explains smart, and real-time monitoring services, multimedia, cloud computing, and information processing methodologies in 5G networks. It is primarily for senior undergraduates, graduate students and academic researchers in the fields of electrical engineering, electronics and communication engineering, computer engineering, and information technology.Tending Grief: Embodied Rituals for Holding Our Sorrow and Growing Cultures of Care in Community
By Camille Sapara Barton. 2024
&“Camille Sapara Barton is a gift to all of us. ... This is what emergent strategy looks like at the…
precipice.&” —adrienne maree brown, author of Pleasure ActivismAn embodied guide to being with grief individually and in community—practical exercises, decolonized rituals, and Earth-based medicines for healing and processing lossWe live in a culture that suppresses our ability to truly feel our grief—deeply, safely, and on our own terms. But each person&’s experience is as unique as the grief itself. Here, Camille Sapara Barton&’s take on grief speaks directly to the ways that BIPOC and queer readers disproportionately experience unique constellations of loss. Deeply practical and easy to use in times of confusion, trauma, and pain, Tending Grief includes rituals, reflection prompts, and exercises that help us process and metabolize our grief—without bypassing or pushing aside what comes to the fore. Sapara Barton includes exercises that can be done both alone and in community, including:Altar practices to honor and connect with ancestors known and unknownLocating, holding, and dancing your griefSharing circles for processing communal lossWater, fire, and nature-based ritualsHonoring the survival utility of numbness—and knowing when it&’s time to release itPeer support and integrationHerbal medicines and plant-based healingSapara Barton honors each and every experience: The loss of displacement from homelands, from severed lineages and ancestral ways of knowing. The grief of colonization and theft. The deep heaviness that burrows into our bodies when society tells us our bodies are wrong. Practical tools and rituals help readers feel into their grief, honor what comes up, and move forward in healing.Written specifically to center and hold the grief of BIPOC readers, Tending Grief is an invitation to reconnect to what we&’ve lost, to find community in our grief, and to tend to our own suffering for our individual and collective wellbeing.Privacy and Identity Management. Sharing in a Digital World: 18th IFIP WG 9.2, 9.6/11.7, 11.6 International Summer School, Privacy and Identity 2023, Oslo, Norway, August 8–11, 2023, Revised Selected Papers (IFIP Advances in Information and Communicatio
By Felix Bieker, Silvia De Conca, Nils Gruschka, Meiko Jensen, Ina Schiering. 2024
This book contains selected papers presented at the 18th IFIP WG 9.2, 9.6/11.7, 11.6/SIG 9.2.2 International Summer School on Privacy…
and Identity Management, held in Oslo, Norway during August 8 - 11, 2023. The 21 full papers, including 2 workshops papers, presented in this book were carefully reviewed and selected from 30 submissions. The proceedings also contain two invited talks. As in previous years, one of the goals of the IFIP Summer School was to encourage the publication of thorough research papers by students and emerging scholars. The papers combine interdisciplinary approaches to bring together a host of perspectives, such as technical, legal, regulatory, socio-economic, social or societal, political, ethical, anthropological, philosophical, or psychological perspectives.Shared-Memory Synchronization (Synthesis Lectures on Computer Architecture)
By Michael L. Scott, Trevor Brown. 2024
This book offers a comprehensive survey of shared-memory synchronization, with an emphasis on “systems-level” issues. It includes sufficient coverage of…
architectural details to understand correctness and performance on modern multicore machines, and sufficient coverage of higher-level issues to understand how synchronization is embedded in modern programming languages.The primary intended audience for this book is “systems programmers”—the authors of operating systems, library packages, language run-time systems, concurrent data structures, and server and utility programs. Much of the discussion should also be of interest to application programmers who want to make good use of the synchronization mechanisms available to them, and to computer architects who want to understand the ramifications of their design decisions on systems-level code.Proceedings of 3rd 2023 International Conference on Autonomous Unmanned Systems: Volume III (Lecture Notes in Electrical Engineering #1173)
By Yi Qu, Mancang Gu, Yifeng Niu, Wenxing Fu. 2024
This book includes original, peer-reviewed research papers from the 3rd ICAUS 2023, which provides a unique and engaging platform for…
scientists, engineers and practitioners from all over the world to present and share their most recent research results and innovative ideas. The 3rd ICAUS 2023 aims to stimulate researchers working in areas relevant to intelligent unmanned systems. Topics covered include but are not limited to: Unmanned Aerial/Ground/Surface/Underwater Systems, Robotic, Autonomous Control/Navigation and Positioning/ Architecture, Energy and Task Planning and Effectiveness Evaluation Technologies, Artificial Intelligence Algorithm/Bionic Technology and their Application in Unmanned Systems.The papers presented here share the latest findings in unmanned systems, robotics, automation, intelligent systems, control systems, integrated networks, modelling and simulation. This makes the book a valuable resource for researchers, engineers and students alike.Human-Computer Interaction: 9th Iberoamerican Workshop, HCI-COLLAB 2023, Buenos Aires, Argentina, September 13–15, 2023, Revised Selected Papers (Communications in Computer and Information Science #1877)
By Pablo H. Ruiz, Vanessa Agredo-Delgado, Alicia Mon. 2024
This book constitutes the referred proceedings of the 9th Iberoamerican Workshop on Human-Computer Interaction, HCI-COLLAB 2023, held in Buenos Aires,…
Argentina, during September 13–15, 2023. The 23 full papers presented in this book were carefully reviewed and selected from 84 submissions. They cover a variety of topics related to HCI such as: Emotional Interfaces, Usability, Video Games and Gamification, Computational Thinking, Internet of Things (IoT), Software Engineering, ICT in Education, Augmented and Mixed Virtual Reality for Education, Emotional Interfaces, Adaptive Instructional Systems, Accessibility, Artificial Intelligence in HCI, Industry 4. 0 and HCI, Infotainment Systems, Intelligent Systems, Collaborative Work and Learning, Cognition, and Interaction, among others.Evolution in Signal Processing and Telecommunication Networks: Proceedings of 8th International Conference on Microelectronics Electromagnetics and Telecommunications (ICMEET 2023) (Lecture Notes in Electrical Engineering #1155)
By Vikrant Bhateja, P. Satish Rama Chowdary, Wendy Flores-Fuentes, Shabana Urooj, Rudra Sankar Dhar. 2024
The book discusses the latest developments and outlines future trends in the fields of microelectronics, electromagnetics, and telecommunication. It contains…
original research works presented at the International Conference on Microelectronics, Electromagnetics and Telecommunication (ICMEET 2023), organized by Department of Electronics and Communication Engineering, National Institute of Technology Mizoram, India during October 6–7, 2023. The book is divided into two volumes, and it covers papers written by scientists, research scholars, and practitioners from leading universities, engineering colleges, and R&D institutes from all over the world and share the latest breakthroughs in and promising solutions to the most important issues facing today’s society.Reliability Engineering for Industrial Processes: An Analytics Perspective (Springer Series in Reliability Engineering)
By P. K. Kapur, Hoang Pham, Gurinder Singh, Vivek Kumar. 2024
This book explores how transformative changes driven by the new-age economy can bring about improvements in a company's engineering and…
manufacturing capabilities. The new-age economy is driven by advanced engineering and manufacturing practices, processes, and technologies, including the Internet of Things (IoT), Cloud Computing, Blockchain, Artificial Intelligence, Robotics, Cyber-Physical Systems (CPS), and Internet-enabled systems to automate industrial processes. Today's business dynamics are governed by uncertainties, disruptions, complexities, and ambiguities that demand quicker and more intelligent decisions. These changes could relate a renaissance in the company's engineering and manufacturing capabilities. To sustain these volatile and ever-changing business dynamics, Industry 4.0 and 5.0 have revolutionized how organizations operate and make intelligent business decisions. Moreover, the extensive role of business analytics has overcome the limitations ofclassical computing through new technologies and intelligent computing methodologies. Over the past few years, much emphasis has been given to investing in developing hardware and programming frameworks for achieving computational intelligence using fuzzy logic, evolutionary computation, neural networks, probabilistic methods, and learning theory. Within this frame of reference, the reliability, quality, and maintenance of complex industrial and manufacturing systems are essential for organizations to utilize them successfully for informed decisions. This book focuses on studies that provide new solutions for system reliability, quality, security, and maintainability using quantitative and qualitative research. It emphasizes developments and problems in systems engineering management, systems integration, software and hardware engineering, and the development process.Cryptology and Network Security with Machine Learning: Proceedings of ICCNSML 2023 (Lecture Notes in Networks and Systems #918)
By Atul Chaturvedi, Sartaj Ul Hasan, Bimal Kumar Roy, Boaz Tsaban. 2024
The book features original papers from International Conference on Cryptology & Network Security with Machine Learning (ICCNSML 2023), organized by…
PSIT, Kanpur, India during 27–29 October 2023. This conference proceeding provides the understanding of core concepts of Cryptology and Network Security with ML in data communication. The book covers research papers in public key cryptography, elliptic curve cryptography, post-quantum cryptography, lattice based cryptography, non-commutative ring-based cryptography, cryptocurrency, authentication, key agreement, Hash functions, block/stream ciphers, polynomial-based cryptography, code-based cryptography, NTRU cryptosystems, security and privacy in machine learning, blockchain, IoT security, wireless security protocols, cryptanalysis, number theory, quantum computing, cryptographic aspects of network security, complexity theory, and cryptography with machine learning.Computational Optical Imaging: Principle and Technology (Advances in Optics and Optoelectronics)
By Zhengjun Liu, Xuyang Zhou, Shutian Liu. 2024
This book highlights a comprehensive introduction to the principles and calculation methods of computational optical imaging. Integrating optical imaging and…
computing technology to achieve significant performance improvements, computational optical imaging has become an active research field in optics. It has given rise to the emerging of new concepts such as computational imaging, computational measurement and computational photography. As high-performance image detectors make image measurements discrete and digital, images are mostly recorded in the form of discrete data, almost replacing the continuous medium used for pattern recording. Computational optical imaging technology has become an effective way for people to study microscopic imaging. At present, different imaging systems are composed of continuous optical elements such as lenses and prisms or discrete optical elements such as spatial light modulators or digital micro-mirror devices. The current computing technology has permeated all aspects of imaging systems and gradually promotes the digitization of optical imaging systems. This book summarizes the representative work done in this field and introduces the latest results. Computing technology plays an important bridging role between theories of optics and experimental systems, which inspires more comprehensive and in-depth research. It has the advantages of high repeatability, flexibility, strong computing power and low cost. In this multidisciplinary field, researchers in computer science, optics and information science have joined together to extend its depth and breadth. Targeting cutting-edge issues to be solved in computational optics, this book introduces a variety of methods that involve theoretical innovations and technical breakthroughs in imaging resolution, the field of view, imaging speed, and computing speed. It intends to provide a handy reference and technical support for graduate students, researchers and professionals engaged in the study and practice of computational optical imaging.This book constitutes the referred proceedings of the 5th International Conference on Machine Learning for Cyber Security, ML4CS 2023, held…
in Yanuca Island, Fiji, during December 4–6, 2023. The 11 full papers presented in this book were carefully reviewed and selected from 35 submissions. They cover a variety of topics, including cybersecurity, AI security, machine learning security, encryption, authentication, data security and privacy, cybersecurity forensic analysis, vulnerability analysis, malware analysis, anomaly and intrusion detection.Universal Design in Video Games: Active Participation Through Accessible Play (Human–Computer Interaction Series)
By Adam Palmquist, Izabella Jedel, Ole Goethe. 2024
As participation in game related activities increases around the world and across a larger part of the population, it is…
obvious that games are not just an entertainment medium for children or young people. Games can be used to accomplish different purposes for different groups of people in society. Developing a universal designed game involves more than adding a cast of diverse characters. Games with universal design, at their core, are experiences that are designed from the ground up to be accessible to everyone – through mechanics, options, and user experience. This book explains the meaning and need for universal design in video games and sheds light on important disciplines. Researchers define a universal designed game as a video game that actively welcomes all players. When players connect authentically with a video game, they’re much more likely to engage with the content. Conversely, when players can’t physically play a game, or don’t see characters that look like them, they feel isolated and miss out on beneficial opportunities to learn and collaborate. Universal design maximizes the impact of playing games, for instance, by ensuring that they’re accessible, empowering and representative for every participant.Sorry for Your Trouble: The Irish Way of Death
By Ann Marie Hourihane. 2021
The Irish do death differently.Funeral attendance is a solemn duty - but it can also be a big day out,…
requiring sophisticated crowd control, creative parking solutions and a high-end sound system. Despite having the same basic end-of-life infrastructure as other Western countries, Irish culture handles death with a unique blend of dignified ritual and warm sociability.In Sorry for Your Trouble, Ann Marie Hourihane holds up a mirror to the Irish way of death: the funny bits, the sad bits, and the hard-to-explain bits that tell us so much about who we are. She follows the last weeks of a woman's life in hospice; she witnesses an embalming; she attends inquests; she talks to people working to prevent suicide; she follows the team of specialists working to locate the remains of people 'disappeared' by the IRA; and she visits some of Ireland's most contested graves. She also explores the strange and sometimes surprising histories of Irish death practices, from the traditional wake and ritual lamentations to the busy commerce between anatomists and bodysnatchers. And she goes to funerals, of ordinary and extraordinary people all over the country - including that of her own father. 'I had joined a club,' she writes, 'the club of people who have lost someone very close to them.' And then, with her family, she sets about planning a funeral in the middle of a pandemic.Sorry for Your Trouble sheds fresh, wise and witty light on a key pillar of Irish culture: a vast but strangely underexplored subject. Rich, sparkling and eye-opening, it is one of the best books ever written about Irish life.___________________________'A beautiful, insightful reflection on a very, very peculiar country's approach to the oddest experience of them all' RYAN TUBRIDY'Hugely moving and illuminating. All of life, somehow, is here' TANYA SWEENEY, IRISH INDEPENDENT'Moving, comforting and funny' BUSINESS POSTSilence Of The Heart: Cricket Suicides
By David Frith. 2001
Cricket has an alarming suicide rate. Among international players for England and several other countries it is far above the…
national average for all sports: and there have been numerous instances at other levels of the game. For thirty years, celebrated cricket author David Frith has collected data on this sad subject. Silence of the Heart is his compelling account of over a hundred cricketers - involving top names from the past hundred years - who have taken their own lives, with an explanation of factors that led to their premature deaths. Can the shocking rate of self-destruction among cricketers be reduced? Can those who run the game do something to save its participants from this dreadful fate? These are among the questions addressed within this catalogue of biographies. But the key question is whether cricket itself is to blame for its losses - or is that this summer game attracts people of a melancholic and over-sensitive nature? Stoddart, Shrewsbury, Gimblett, Bairstow, Trott, Iverson, Robertson-Glasgow, Barnes . . . There remains a sense of disbelief that these high-profile cricketers killed themselves. And many more cases are examined in this extraordinary book, which comes crammed with detail, is not devoid of humour, and must rank among the most intricately researched volumes in cricket's extensive library.With a foreword by former England captain Mike Brearley, now a psychotherapist, Silence of the Heart is a startling investigative narrative covering the phenomenon of cricket's unduly high level of suicide.Sh**ged. Married. Annoyed.: The Sunday Times No. 1 Bestseller
By Chris Ramsey, Rosie Ramsey. 2020
Whether you've barely recovered from spending lockdown with your other half or desperately heading back to the clubs to meet…
'the one', SH**GED. MARRIED. ANNOYED. is here to see you through . . .THE SUNDAY TIMES BESTSELLER FROM THE STARS OF THE CHART-TOPPING PODCASTNOW FEATURING A BONUS CHAPTER'An absolute triumph' Daisy May Cooper'These two are bloody hilarious' Zoe Sugg'A hilarious look at the highs and lows of relationships' Sun__________SH**GED.Hitting the bars, necking drinks and necking strangers, stumbling home, one-night-stands, nightmare dates, thinking this one's alright, ghosting, tears, more drinking, living off late-night chips.MARRIED.Meeting 'the one', weekends away, moving in, declaring life-long love, stags and hens, the perfect wedding, the honeymoon period, getting through the hard bits together, starting a family.ANNOYED.Can you close the bathroom door if you're doing that? Sleepless nights, arguing about whose turn it is to change the baby's nappy, toys everywhere, only having two drinks, still being hungover, wondering when it all stopped being easy.Whether you're sh**ged, married, annoyed, or all of the above, Chris and Rosie Ramsey write hilariously and with honesty about the ups and downs of dating, relationships, arguing, parenting and everything in between.Convergence of Blockchain and Internet of Things in Healthcare (Smart Engineering Systems: Design and Applications)
By Arun Kumar Rana, Vishnu Sharma, Ajay Rana, Maksud Alam and Suman Lata Tripathi. 2024
The Internet of Things (IoT) and blockchain are two new technologies that combine elements in many ways. A system where…
the virtual and physical worlds interact is created by integrating pervasive computing, ubiquitous computing, communication technologies, sensing technologies, Internet Protocol, and embedded devices. A massive number of linked devices and vast amounts of data present new prospects for developing services that can directly benefit the economy, environment, society, and individual residents. Due to the size of IoT and insufficient data security, security breaches may have a huge impact and negative effects. IoT not only connects gadgets but also people and other entities, leaving every IoT component open to a wide variety of assaults. The implementation and application of IoT and blockchain technology in actual scientific, biomedical, and data applications are covered in this book. The book highlights important advancements in health science research and development by applying the distinctive capabilities inherent to distributed ledger systems. Each chapter describes the current uses of blockchain in real-world data collection, medicine development, device tracking, and more meaningful patient interaction. All of these are used to create opportunities for expanding health science research. This paradigm change is studied from the perspectives of pharmaceutical executives, biotechnology entrepreneurs, regulatory bodies, ethical review boards, and blockchain developers.Key Features: Provides a foundation for the implementation process of blockchain and IoT devices based on healthcare-related technology Image processing and IoT device researchers can correlate their work with other requirements of advanced technology in the healthcare domain Conveys the latest technology, including artificial intelligence and machine learning, in healthcare-related technology Useful for the researcher to explore new things like security, cryptography, and privacy in healthcare related technology Tailored for people who want to start in healthcare-related technology with blockchain and IoT This book is primarily for senior undergraduates, graduate students, and academic researchers in the fields of electrical engineering, electronics and communication engineering, computer science and engineering, and biomedical engineering.Intelligent Security Solutions for Cyber-Physical Systems (Chapman & Hall/CRC Cyber-Physical Systems)
By Vandana Mohindru Sood, Yashwant Singh, Bharat Bhargava, Sushil Kumar Narang. 2024
A cyber-physical system (CPS) is a computer system in which a mechanism is controlled or monitored by computer-based algorithms and…
involves transdisciplinary approaches, merging theories of cybernetics, mechatronics, design, and process science. This text mainly concentrates on offering a foundational theoretical underpinning, and a comprehensive and coherent review of intelligent security solutions for cyber-physical systems. Features: • Provides an overview of cyber-physical systems (CPSs) along with security concepts like attack detection methods, cyber-physical systems failures, and risk identification and management. • Showcases cyber-physical systems (CPSs) security solutions, lightweight cryptographic solutions, and CPS forensics, etc. • Emphasizes machine learning methods for behavior-based intrusion detection in cyber-physical systems (CPSs), resilient machine learning for networked CPS, fog computing industrial CPS, etc. • Elaborates classification of network abnormalities in Internet of Things-based cyber-physical systems (CPSs) using deep learning. • Includes case studies and applications in the domain of smart grid systems, industrial control systems, smart manufacturing, social network and gaming, electric power grid and energy systems, etc.Fundamentals of Digital Forensics: A Guide to Theory, Research and Applications (Texts in Computer Science)
By Joakim Kävrestad, Marcus Birath, Nathan Clarke. 2024
This textbook describes the theory and methodology of digital forensic examinations, presenting examples developed in collaboration with police authorities to…
ensure relevance to real-world practice. The coverage includes discussions on forensic artifacts and constraints, as well as forensic tools used for law enforcement and in the corporate sector. Emphasis is placed on reinforcing sound forensic thinking, and gaining experience in common tasks through hands-on exercises.This enhanced third edition describes practical digital forensics with open-source tools and includes an outline of current challenges and research directions.Topics and features:Outlines what computer forensics is, and what it can do, as well as what its limitations areDiscusses both the theoretical foundations and the fundamentals of forensic methodologyReviews broad principles that are applicable worldwideExplains how to find and interpret several important artifactsDescribes free and open-source software toolsFeatures content on corporate forensics, ethics, SQLite databases, triage, and memory analysisIncludes new supporting video lectures on YouTubeThis easy-to-follow primer is an essential resource for students of computer forensics, and will also serve as a valuable reference for practitioners seeking instruction on performing forensic examinations.Custom Components in Architecture: Strategies for Customizing Repetitive Manufacturing
By Dana Gulling. 2024
This book offers architects strategies in the design and manufacturing of custom, repetitively manufactured building components.A total of 36 case…
studies from around the globe demonstrate the diversity of CRM in architecture and are contributed by architecture firms, including Diller Scofidio + Renfro, Kengo Kuma & Associates, Abin Design Studio, Behnisch Architekten, Belzberg Architects, and many more. The book is organized by manufacturing process and covers the use of various types of glass, clay, plastic, metal, wood, plaster, and concrete. Each process is described with diagrams and text and expanded with one or more examples of customized building components. Projects included are of buildings of various types, sizes, and clients, and many deviate from the typical manufacturing process as they include a secondary process (e.g. casting glass, then slumping it), special tooling modifications (e.g. dams used to subdivide a mold), post-production processes, or other notable manufacturing features. Each case study includes a project overview, behind‐the‐scenes images of the component manufacturing, and original diagrams that illustrate how those components were customized.Custom Components in Architecture will be essential reading for any architect interested in building design details and keeping up-to-speed on material advances. Upper-level students of digital architecture, fabrication, and building technology will also find this a useful tool.Master the skills required to become an AI product manager and drive the successful development and deployment of AI products…
to deliver value to your organization.Purchase of the print or Kindle book includes a free PDF eBook.Key FeaturesBuild products that leverage AI for the common good and commercial successTake macro data and use it to show your customers you're a source of truthBest practices and common pitfalls that impact companies while developing AI productBook DescriptionProduct managers working with artificial intelligence will be able to put their knowledge to work with this practical guide to applied AI. This book covers everything you need to know to drive product development and growth in the AI industry. From understanding AI and machine learning to developing and launching AI products, it provides the strategies, techniques, and tools you need to succeed.The first part of the book focuses on establishing a foundation of the concepts most relevant to maintaining AI pipelines. The next part focuses on building an AI-native product, and the final part guides you in integrating AI into existing products.You'll learn about the types of AI, how to integrate AI into a product or business, and the infrastructure to support the exhaustive and ambitious endeavor of creating AI products or integrating AI into existing products. You'll gain practical knowledge of managing AI product development processes, evaluating and optimizing AI models, and navigating complex ethical and legal considerations associated with AI products. With the help of real-world examples and case studies, you'll stay ahead of the curve in the rapidly evolving field of AI and ML.By the end of this book, you'll have understood how to navigate the world of AI from a product perspective.What you will learnBuild AI products for the future using minimal resourcesIdentify opportunities where AI can be leveraged to meet business needsCollaborate with cross-functional teams to develop and deploy AI productsAnalyze the benefits and costs of developing products using ML and DLExplore the role of ethics and responsibility in dealing with sensitive dataUnderstand performance and efficacy across verticalsWho this book is forThis book is for product managers and other professionals interested in incorporating AI into their products. Foundational knowledge of AI is expected. If you understand the importance of AI as the rising fourth industrial revolution, this book will help you surf the tidal wave of digital transformation and change across industries.