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Subject-Oriented Business Process Management: Second International Conference, S-bpm One 2010, Karlsruhe, Germany, October 14, 2010 Selected Papers (Communications In Computer And Information Science #138)
by Werner Schmidt Albert Fleischmann Christian Stary Egon Börger Stefan ObermeierActivities performed in organizations are coordinated via communication between the people involved. The sentences used to communicate are naturally structured by subject, verb, and object. The subject describes the actor, the verb the action and the object what is affected by the action. Subject-oriented Business Process Management (S-BPM) as presented in this book is based on this simple structure which enables process-oriented thinking and process modeling. S-BPM puts the subject of a process at the center of attention and thus deals with business processes and their organizational environment from a new perspective, meeting organizational requirements in a much better way than traditional approaches. Subjects represent agents of an action in a process, which can be either technical or human (e.g. a thread in an IT system or a clerk). A process structures the actions of each subject and coordinates the required communication among the subjects. S-BPM provides a coherent procedural framework to model and analyze business processes: its focus is the cooperation of all stakeholders involved in the strategic, tactical, and operational issues, sharing their knowledge in a networked structure. The authors illustrate how each modeling activity through the whole development lifecycle can be supported through the use of appropriate software tools. The presentation style focuses on professionals in industry, and on students specializing in process management or organizational modeling. Each chapter begins with a summary of key findings and is full of examples, hints, and possible pitfalls. An interpreter model, a toolbox, and a glossary summarizing the main terms complete the book. The web site www.i2pm.net provides additional software tools and further material.
Subjective Quality Measurement of Speech
by Kazuhiro KondoIt is becoming crucial to accurately estimate and monitor speech quality in various ambient environments to guarantee high quality speech communication. This practical hands-on book shows speech intelligibility measurement methods so that the readers can start measuring or estimating speech intelligibility of their own system. The book also introduces subjective and objective speech quality measures, and describes in detail speech intelligibility measurement methods. It introduces a diagnostic rhyme test which uses rhyming word-pairs, and includes: An investigation into the effect of word familiarity on speech intelligibility. Speech intelligibility measurement of localized speech in virtual 3-D acoustic space using the rhyme test. Estimation of speech intelligibility using objective measures, including the ITU standard PESQ measures, and automatic speech recognizers.
Subjectivity across Media: Interdisciplinary and Transmedial Perspectives (Routledge Research in Cultural and Media Studies)
by Jan-Noël Thon Maike Sarah ReinerthMedia in general and narrative media in particular have the potential to represent not only a variety of both possible and actual worlds but also the perception and consciousness of characters in these worlds. Hence, media can be understood as "qualia machines," as technologies that allow for the production of subjective experiences within the affordances and limitations posed by the conventions of their specific mediality. This edited collection examines the transmedial as well as the medium-specific strategies employed by the verbal representations characteristic for literary texts, the verbal-pictorial representations characteristic for comics, the audiovisual representations characteristic for films, and the interactive representations characteristic for video games. Combining theoretical perspectives from analytic philosophy, cognitive theory, and narratology with approaches from phenomenology, psychosemiotics, and social semiotics, the contributions collected in this volume provide a state-of-the-art map of current research on a wide variety of ways in which subjectivity can be represented across conventionally distinct media.
Sublinear Algorithms for Big Data Applications
by Zhu Han Dan WangThe brief focuses on applying sublinear algorithms to manage critical big data challenges. The text offers an essential introduction to sublinear algorithms, explaining why they are vital to large scale data systems. It also demonstrates how to apply sublinear algorithms to three familiar big data applications: wireless sensor networks, big data processing in Map Reduce and smart grids. These applications present common experiences, bridging the theoretical advances of sublinear algorithms and the application domain. Sublinear Algorithms for Big Data Applications is suitable for researchers, engineers and graduate students in the computer science, communications and signal processing communities.
Sublinear Computation Paradigm: Algorithmic Revolution in the Big Data Era
by Hiro Ito Yushi Uno Naoki Katoh Yuya Higashikawa Atsuki Nagao Tetsuo Shibuya Adnan Sljoka Kazuyuki TanakaThis open access book gives an overview of cutting-edge work on a new paradigm called the “sublinear computation paradigm,” which was proposed in the large multiyear academic research project “Foundations of Innovative Algorithms for Big Data.” That project ran from October 2014 to March 2020, in Japan. To handle the unprecedented explosion of big data sets in research, industry, and other areas of society, there is an urgent need to develop novel methods and approaches for big data analysis. To meet this need, innovative changes in algorithm theory for big data are being pursued. For example, polynomial-time algorithms have thus far been regarded as “fast,” but if a quadratic-time algorithm is applied to a petabyte-scale or larger big data set, problems are encountered in terms of computational resources or running time. To deal with this critical computational and algorithmic bottleneck, linear, sublinear, and constant time algorithms are required.The sublinear computation paradigm is proposed here in order to support innovation in the big data era. A foundation of innovative algorithms has been created by developing computational procedures, data structures, and modelling techniques for big data. The project is organized into three teams that focus on sublinear algorithms, sublinear data structures, and sublinear modelling. The work has provided high-level academic research results of strong computational and algorithmic interest, which are presented in this book.The book consists of five parts: Part I, which consists of a single chapter on the concept of the sublinear computation paradigm; Parts II, III, and IV review results on sublinear algorithms, sublinear data structures, and sublinear modelling, respectively; Part V presents application results. The information presented here will inspire the researchers who work in the field of modern algorithms.
Submodularity in Dynamics and Control of Networked Systems
by Andrew Clark Basel Alomair Linda Bushnell Radha PoovendranThis book presents a framework for the control of networked systems utilizing submodular optimization techniques. The main focus is on selecting input nodes for the control of networked systems, an inherently discrete optimization problem with applications in power system stability, social influence dynamics, and the control of vehicle formations. The first part of the book is devoted to background information on submodular functions, matroids, and submodular optimization, and presents algorithms for distributed submodular optimization that are scalable to large networked systems. In turn, the second part develops a unifying submodular optimization approach to controlling networked systems based on multiple performance and controllability criteria. Techniques are introduced for selecting input nodes to ensure smooth convergence, synchronization, and robustness to environmental and adversarial noise. Submodular optimization is the first unifying approach towards guaranteeing both performance and controllability with provable optimality bounds in static as well as time-varying networks. Throughout the text, the submodular framework is illustrated with the help of numerical examples and application-based case studies in biological, energy and vehicular systems. The book effectively combines two areas of growing interest, and will be especially useful for researchers in control theory, applied mathematics, networking or machine learning with experience in submodular optimization but who are less familiar with the problems and tools available for networked systems (or vice versa). It will also benefit graduate students, offering consistent terminology and notation that greatly reduces the initial effort associated with beginning a course of study in a new area.
Subnetting
by Todd LammleMaster the fundamental concept at the heart of professional networking Subnetting is the aspiring network professional's guide to the concepts and practices at the core of the field. By dividing a single physical network into smaller subnetworks, you gain greater control of performance, access, and security. While the concept is simple, the actual practice is complex--yet it is an essential skill for networking professionals, and a major skill tested on the CCENT and CompTIA Network+ exams. This book shows you everything you need to know about constructing IP addresses, VSLM, and route summarization to help you build your skill set on a strong foundation. The IPv4 address has 32 bits available, which can be divided into host ID and network ID; the number of bits assigned to the network ID determines the balance between total subnetworks and devices allowed--the trick is determining the most efficient balance for a particular network. Subnetting allows you to borrow bits from the host to allow for more networks, and subnet masks are used to determine switching and routing priority. This book delves into the mechanisms and practices you need to know, including networking fundamentals, rules of IP addresses, supernetting, variable length subnet mask, IPv6, and more: Master the fundamental topic at the heart of the Cisco Certified Entry Networking Technician and CompTIA Network+ certifications Improve network performance using subnetworks to avoid high-usage "clogs" Utilize network partitioning to confine breaches or viruses and improve security Construct efficient solutions to problems of allocation and range With clear guidance from an industry expert and a practical perspective geared toward real-world situations, Subnetting offers an outstanding introduction to this essential foundational concept.
Subprime Attention Crisis: Advertising and the Time Bomb at the Heart of the Internet (FSG Originals x Logic)
by Tim HwangFrom FSGO x Logic: a revealing examination of digital advertising and the internet's precarious foundationIn Subprime Attention Crisis, Tim Hwang investigates the way big tech financializes attention. In the process, he shows us how digital advertising—the beating heart of the internet—is at risk of collapsing, and that its potential demise bears an uncanny resemblance to the housing crisis of 2008. From the unreliability of advertising numbers and the unregulated automation of advertising bidding wars, to the simple fact that online ads mostly fail to work, Hwang demonstrates that while consumers’ attention has never been more prized, the true value of that attention itself—much like subprime mortgages—is wildly misrepresented. And if online advertising goes belly-up, the internet—and its free services—will suddenly be accessible only to those who can afford it. Deeply researched, convincing, and alarming, Subprime Attention Crisis will change the way you look at the internet, and its precarious future.FSG Originals × Logic dissects the way technology functions in everyday lives. The titans of Silicon Valley, for all their utopian imaginings, never really had our best interests at heart: recent threats to democracy, truth, privacy, and safety, as a result of tech’s reckless pursuit of progress, have shown as much. We present an alternate story, one that delights in capturing technology in all its contradictions and innovation, across borders and socioeconomic divisions, from history through the future, beyond platitudes and PR hype, and past doom and gloom. Our collaboration features four brief but provocative forays into the tech industry’s many worlds, and aspires to incite fresh conversations about technology focused on nuanced and accessible explorations of the emerging tools that reorganize and redefine life today.
Subsidence Analysis and Visualization: For Sedimentary Basin Analysis and Modelling (SpringerBriefs in Petroleum Geoscience & Engineering)
by Eun Young Lee Johannes Novotny Michael WagreichThis book provides a comprehensive introduction to techniques for quantitative subsidence analysis and visualization with example applications. Subsidence analysis is an essential step to understand basin evolution through geologic time and space in the study of sediments and sedimentary basins. Quantifying techniques have been developed and applied in many basin research projects to evaluate total, tectonic and thermal subsidence. They are also a pre-requisite for basin evolution modelling. Recent studies have applied visualization techniques to understand regional subsidence contexts and trends, which confirmed that three-dimensional visualization of the basin subsidence is highly helpful to gain insight into basin evolution. In this book, we show how geoscience and computer science can be effectively combined in advanced basin analysis, especially in terms of basin subsidence. Each type of subsidence analysis is introduced with example applications. In particular we present a study of the Vienna basin using BasinVis, a MATLAB-based program for analyzing and visualizing basin subsidence. Given its breadth of coverage, this book will benefit students in undergraduate and postgraduate courses and provide helpful information for research projects and industry applications.
Subspace Learning of Neural Networks (Automation and Control Engineering)
by Jian Cheng Lv Zhang Yi Jiliu ZhouUsing real-life examples to illustrate the performance of learning algorithms and instructing readers how to apply them to practical applications, this work offers a comprehensive treatment of subspace learning algorithms for neural networks. The authors summarize a decade of high quality research offering a host of practical applications. They demonstrate ways to extend the use of algorithms to fields such as encryption communication, data mining, computer vision, and signal and image processing to name just a few. The brilliance of the work lies with how it coherently builds a theoretical understanding of the convergence behavior of subspace learning algorithms through a summary of chaotic behaviors.
Substitution and Tiling Dynamics: CIRM Jean-Morlet Chair, Fall 2017 (Lecture Notes in Mathematics #2273)
by Shigeki Akiyama Pierre ArnouxThis book presents a panorama of recent developments in the theory of tilings and related dynamical systems. It contains an expanded version of courses given in 2017 at the research school associated with the Jean-Morlet chair program.Tilings have been designed, used and studied for centuries in various contexts. This field grew significantly after the discovery of aperiodic self-similar tilings in the 60s, linked to the proof of the undecidability of the Domino problem, and was driven futher by Dan Shechtman's discovery of quasicrystals in 1984. Tiling problems establish a bridge between the mutually influential fields of geometry, dynamical systems, aperiodic order, computer science, number theory, algebra and logic. The main properties of tiling dynamical systems are covered, with expositions on recent results in self-similarity (and its generalizations, fusions rules and S-adic systems), algebraic developments connected to physics, games and undecidability questions, and the spectrum of substitution tilings.
Substructuring in Engineering Dynamics: Emerging Numerical and Experimental Techniques (CISM International Centre for Mechanical Sciences #594)
by Randall L. Mayes Daniel Rixen Matthew S. Allen Maarten van der Seijs Paolo Tiso Thomas AbrahamssonThis book reviews the most common state-of-the art methods for substructuring and model reduction and presents a framework that encompasses most method, highlighting their similarities and differences. For example, popular methods such as Component Mode Synthesis, Hurty/Craig-Bampton, and the Rubin methods, which are popular within finite element software, are reviewed. Similarly, experimental-to-analytical substructuring methods such as impedance/frequency response based substructuring, modal substructuring and the transmission simulator method are presented. The overarching mathematical concepts are reviewed, as well as practical details needed to implement the methods. Various examples are presented to elucidate the methods, ranging from academic examples such as spring-mass systems, which serve to clarify the concepts, to real industrial case studies involving automotive and aerospace structures. The wealth of examples presented reveal both the potential and limitations of the methods.
Subsurface Environmental Modelling Between Science and Policy (Advances in Geophysical and Environmental Mechanics and Mathematics)
by Dirk Scheer Holger Class Bernd FlemischThis book provides a broad overview of essential features of subsurface environmental modelling at the science-policy interface, offering insights into the potential challenges in the field of subsurface flow and transport, as well as the corresponding computational modelling and its impact on the area of policy- and decision-making. The book is divided into two parts: Part I presents models, methods and software at the science-policy interface. Building on this, Part II illustrates the specifications using detailed case studies of subsurface environmental modelling. It also includes a systematic research overview and discusses the anthropogenic use of the subsurface, with a particular focus on energy-related technologies, such as carbon sequestration, geothermal technologies, fluid and energy storage, nuclear waste disposal, and unconventional oil and gas recovery.
Subversion, Conversion, Development
by James Leach Lee WilsonThis book explores alternative cultural encounters with and around information technologies. These encounters are alternative because they counter dominant, Western-oriented notions of media consumption; they include media practices as forms of cultural resistance and subversion, "DIY cultures," and other nonmainstream models of technology production. The contributors -- leading thinkers in science and technology studies, anthropology, and software design -- pay special attention to the specific inflections that different cultures and communities give to the value of knowledge. The richly detailed accounts presented here challenge the dominant view of knowledge as a neutral good -- information available for representation and encoding but separated from all social relations. The chapters examine specific cases in which the forms of knowledge and cross-cultural encounters are shaping technology use and development. They consider design, use, and reuse of technological tools, including databases, GPS devices, books, and computers, in locations that range from Australia and New Guinea to Germany and the United States. ContributorsPoline Bala, Alan Blackwell, Wade Chambers, Michael Christie, Hildegard Diemberger, Stephen Hugh-Jones, James Leach, Jerome Lewis, Dawn Nafus, Gregers Petersen, Marilyn Strathern, David Turnbull, Helen Verran, Laura Watts, Lee Wilson
Subversion, Conversion, Development
by James Leach Lee WilsonThis book explores alternative cultural encounters with and around information technologies. These encounters are alternative because they counter dominant, Western-oriented notions of media consumption; they include media practices as forms of cultural resistance and subversion, "DIY cultures," and other nonmainstream models of technology production. The contributors -- leading thinkers in science and technology studies, anthropology, and software design -- pay special attention to the specific inflections that different cultures and communities give to the value of knowledge. The richly detailed accounts presented here challenge the dominant view of knowledge as a neutral good -- information available for representation and encoding but separated from all social relations. The chapters examine specific cases in which the forms of knowledge and cross-cultural encounters are shaping technology use and development. They consider design, use, and reuse of technological tools, including databases, GPS devices, books, and computers, in locations that range from Australia and New Guinea to Germany and the United States. ContributorsPoline Bala, Alan Blackwell, Wade Chambers, Michael Christie, Hildegard Diemberger, Stephen Hugh-Jones, James Leach, Jerome Lewis, Dawn Nafus, Gregers Petersen, Marilyn Strathern, David Turnbull, Helen Verran, Laura Watts, Lee Wilson
Subversion, Conversion, Development: Cross-Cultural Knowledge Exchange and the Politics of Design (Infrastructures)
by James Leach Lee WilsonExplorations of design, use, and reuse of information technology in diverse historical and cultural contexts.This book explores alternative cultural encounters with and around information technologies. These encounters are alternative because they counter dominant, Western-oriented notions of media consumption; they include media practices as forms of cultural resistance and subversion, “DIY cultures,” and other nonmainstream models of technology production. The contributors—leading thinkers in science and technology studies, anthropology, and software design—pay special attention to the specific inflections that different cultures and communities give to the value of knowledge. The richly detailed accounts presented here challenge the dominant view of knowledge as a neutral good—information available for representation and encoding but separated from all social relations.The chapters examine specific cases in which the forms of knowledge and cross-cultural encounters are shaping technology use and development. They consider design, use, and reuse of technological tools, including databases, GPS devices, books, and computers, in locations that range from Australia and New Guinea to Germany and the United States.ContributorsPoline Bala, Alan Blackwell, Wade Chambers, Michael Christie, Hildegard Diemberger, Stephen Hugh-Jones, James Leach, Jerome Lewis, Dawn Nafus, Gregers Petersen, Marilyn Strathern, David Turnbull, Helen Verran, Laura Watts, Lee Wilson
Subversion, Sexuality and the Virtual Self
by Jude ElundThis work explores the construction of identity in digitised and virtual screen environments, specifically investigating the phenomenon of three-dimensional virtual worlds in relation to our physical selves. Using four regions of Second Life as a foundation of analysis, this book explores the issues surrounding the body, embodiment, virtual space and tourism, as well as examining notions of subversion as they relate to gender and sexuality in screen environments. The key arguments put forthin this work have their foundations in poststructuralist theories of the body, primarily examining the issues of bodily perfection, pornography, virtual tourism, virtual sex and subversion. Most important to this analysis are the cultural and social conditions that replicate dominant tropes of power and agency as they are applied to representational practices, such as embodying oneself via an avatar through the screen. The arguments in this book are readily extendible to other on-screen environments due to the proliferation of virtual environments and other social networks which are premised on real-time engagement through digitised interaction.
Succeeding In Business With Microsoft Access 2010: A Problem-solving Approach
by Sandra CableSUCCEEDING IN BUSINESS WITH MICROSOFT ACCESS 2010 prepares your students to solve business problems by moving beyond the basic "point and click" skills to think critically about realistic business situations. When students combine software analysis with their own decision making abilities, they are more likely meet any business challenge with success. The Succeeding in Business Series emphasizes problem-solving, critical thinking, and analysis - challenging students to find efficient and effective solutions.
Succeeding in Business with Microsoft Excel 2010: A Problem-solving Approach
by Debra Gross Frank Akaiwa Karleen NordquistSUCCEEDING IN BUSINESS WITH MICROSOFT OFFICE EXCEL 2010 prepares your students to solve business problems by moving beyond the basic "point and click" skills to think critically about realistic business situations. When students combine software analysis with their own decision making abilities, they are more likely meet any business challenge with success. The Succeeding in Business Series emphasizes problem-solving, critical thinking, and analysis - challenging students to find efficient and effective sol
Succeeding with AI: How to make AI work for your business
by Veljko KrunicSummary Companies small and large are initiating AI projects, investing vast sums of money on software, developers, and data scientists. Too often, these AI projects focus on technology at the expense of actionable or tangible business results, resulting in scattershot results and wasted investment. Succeeding with AI sets out a blueprint for AI projects to ensure they are predictable, successful, and profitable. It&’s filled with practical techniques for running data science programs that ensure they&’re cost effective and focused on the right business goals. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the technology Succeeding with AI requires talent, tools, and money. So why do many well-funded, state-of-the-art projects fail to deliver meaningful business value? Because talent, tools, and money aren&’t enough: You also need to know how to ask the right questions. In this unique book, AI consultant Veljko Krunic reveals a tested process to start AI projects right, so you&’ll get the results you want. About the book Succeeding with AI sets out a framework for planning and running cost-effective, reliable AI projects that produce real business results. This practical guide reveals secrets forged during the author&’s experience with dozens of startups, established businesses, and Fortune 500 giants that will help you establish meaningful, achievable goals. In it you&’ll master a repeatable process to maximize the return on data-scientist hours and learn to implement effectiveness metrics for keeping projects on track and resistant to calcification. What's inside Where to invest for maximum payoff How AI projects are different from other software projects Catching early warnings in time to correct course Exercises and examples based on real-world business dilemmas About the reader For project and business leadership, result-focused data scientists, and engineering teams. No AI knowledge required. About the author Veljko Krunic is a data science consultant, has a computer science PhD, and is a certified Six Sigma Master Black Belt. Table of Contents: 1. Introduction 2. How to use AI in your business 3. Choosing your first AI project 4. Linking business and technology 5. What is an ML pipeline, and how does it affect an AI project? 6. Analyzing an ML pipeline 7. Guiding an AI project to success 8. AI trends that may affect you
Success Secrets of the Online Marketing Superstars
by Mitch MeyersonEager business owners gain access to the playbooks of 23 of today's most respected and well-known online marketers, who reveal their most valuable online strategies and tactics for capturing new customers and influencing ongoing purchases from current ones. Each chapter is a coaching session designed to help business owners avoid the pitfalls and mistakes by the experts who have been there and done that. Readers learn how to develop a personal media brand, build a total online presence, and create a social media strategy that increases traffic. They also discover how to develop and use content that converts visitors into buyers and ultimately loyal customers, succeed with SEO, pay-per-click, and linking strategies that get websites ranked. Also included is information on leveraging social networking apps, including Facebook, online video, and Instagram, and avoiding the mistakes made by new online businesses.
Success and Failure of IS/IT Projects
by Yogesh K. Dwivedi D. Laurie Hughes Antonis C. Simintiras Nripendra P. RanaThis book examines the link between change and project management and how creating a closer alignment between these two methodologies can yield greater benefits and mitigate elements of failure of information systems (IS) projects. This study explores the underlying challenges and practicalities of closer integration of the two disciplines and asserts that such a successful change goes beyond the simple training of project managers in the practitioner context. Instead, it requires organizations to conceptualize the necessary challenges to realize the potential benefits of this recommended integrated approach. The integration of both project and change management has been advocated in existing research, but the challenges of moving from a current position of separate methodologies, different standards bodies and in some cases totally separate organizational structures, is a step change for many organizations. Change initiatives where good change management practices are implemented, can increase the probability of successful organizational change. The tasks of leading and sustaining change can be complex and often entail the interplay of multiple factors involving action by people at every level of the business. This book offers a guide that identifies the barriers and major challenges that may arise in the development of the closer integration of change and project management. With a better understanding of these issues, organizations can avoid such pitfalls when establishing their own integrated approach.
Success as an Online Student: Strategies for Effective Learning
by Kevin J. Fandl Jamie D. SmithThis book presents concise guidance to make the online learning journey enjoyable, productive, and most of all, worthwhile.
Success in Graduate School and Beyond: A Guide for STEM Students and Postdoctoral Fellows
by Nana Lee Reinhart ReithmeierSuccess in Graduate School and Beyond is designed to empower graduate students and postdoctoral fellows in STEM with practical tools, tips, and skill development strategies to plan and create their dream career pathway. Intended as a professional development course book, this balanced, self-reflective guide to workplace readiness is organized into five sections that support graduate student development: self-reflection, wellness, skills, networking, and planning for future success. Written in a conversational style, this guidebook includes clear learning outcomes based on the authors’ successful graduate professional development course at the University of Toronto. Covering increasingly important career subjects such as mentorships, transferrable skill development, emotional intelligence, and EDI, this guidebook solves a skills gap and builds core competencies demanded from industries and academia. Interspersed personal accounts from the authors about key topics and seven Alumni Career Profiles describing various career trajectories work to encourage self-awareness and promote essential skill development and networking proficiency. With this book, STEM students will be equipped with the abilities and tools to achieve success in graduate school and beyond.
Successful AI Product Creation: A 9-Step Framework
by Shub AgarwalThe Essential Guide to AI and Generative AI Product Creation from a Veteran AI Leader and Educator In Successful AI Product Creation: A 9-Step Framework, AI product leader, professor of product management and AI, and industry expert, Prof. Shub Agarwal delivers the ultimate playbook—a comprehensive, step-by-step guide to Building, Scaling, and Integrating AI and Generative AI into real-world products. Drawing from over two decades of experience, this comprehensive guide bridges the gap between AI technology and business impact, ensuring you can navigate the AI revolution with confidence. Featuring Forewords by: Ted Shelton, Chief Operating Officer at Inflection AI (co-founded by Reid Hoffman) Dr. Jia Li, Co-Founder and Chief AI Officer at LiveX AI; Founding Head of R&D at Google Cloud AI; AI Professor at Stanford What You'll Learn: Complete 9-Step AI Product Creation Framework: Master the entire AI product lifecycle from discovery and experimentation to scaling, governance, and AI model lifecycle management. 20+ Real-World Case Studies: Learn from successful AI implementations across healthcare, finance, e-commerce, retail, manufacturing, and big tech companies like Google, Meta, Amazon, and Apple. Traditional AI vs. Generative AI: Understand when to use each approach, how to leverage models like GPT and transformers, and key differences in adoption strategies. AI Model Performance and Ethics: Address challenges like bias, fairness, model drift, and regulatory compliance. Practical Tools and Templates: Access decision-making frameworks, checklists, and internal diagrams that guide seamless execution. Who Should Read This Book? AI Product Managers and Tech Leaders: A strategic and tactical guide for AI integration. Entrepreneurs and Founders: Leverage AI for competitive advantage and scalability. Business Executives and Decision-Makers: Understand AI's potential for growth and optimization. Students and Aspiring AI PMs: Develop industry-ready skills through real-world case studies.