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NGINX Cookbook
Par Derek DeJonghe. 2024
NGINX is one of the most widely used web servers available today, in part because of itscapabilities as a load…
balancer and reverse proxy server for HTTP and other network protocols. This revised cookbook provides easy-to-follow examples of real-world problems in application delivery. Practical recipes help you set up and use either the open source or commercial offering to solve problems in various use cases.For professionals who understand modern web architectures, such as n-tier or microservice designs and common web protocols such as TCP and HTTP, these recipes provide proven solutions for security and software load balancing and for monitoring and maintaining NGINX's application delivery platform. You'll also explore advanced features of both NGINX and NGINX Plus, the free and licensed versions of this server.You'll find recipes for:High-performance load balancing with HTTP, TCP, and UDPSecuring access through encrypted traffic, secure links, HTTP authentication subrequests, and moreDeploying NGINX to Google, AWS, and Azure cloudSetting up and configuring NGINX ControllerInstalling and configuring the NGINX App Protect moduleEnabling WAF through Controller ADCNGINX Instance Manager, Service Mesh, and the njs moduleLaws of UX: Using Psychology To Design Better Products And Services
Par Jon Yablonski. 2024
An understanding of psychology-specifically the psychology behind how users behave and interact with digital interfaces-is perhaps the single most valuable…
nondesign skill a designer can have. The most elegant design can fail if it forces users to conform to the design instead of working within the "blueprint" of how humans perceive and process the world around them.This practical guide explains how you can apply key principles of psychology to build products and experiences that are more human-centered and intuitive. Author Jon Yablonski deconstructs familiar apps and experiences to provide clear examples of how UX designers can build interfaces that adapt to how users perceive and process digital interfaces.You'll learn:How aesthetically pleasing design creates positive responsesThe principles of psychology most useful for designersHow these psychology principles relate to UX heuristicsPredictive models including Fitts's law, Jakob's law, and Hick's lawEthical implications of using psychology in designA practical framework for applying principles of psychology in your design processThis updated edition includes an even deeper connection to the underlying psychological concepts that govern the principles explored in the book, along with accompanying UX methods and techniques. Examples have been updated to ensure the deconstructed apps and experiences remain familiar and relevant.Mushrooms of the Pacific Northwest, Revised Edition (A Timber Press Field Guide)
Par Steve Trudell. 2009
Ideal for hikers, foragers, and naturalists, the Timber Press Field Guides are the perfect tools for loving where you live.Mushrooms…
of the Pacific Northwest is a comprehensive field guide to the most conspicuous, distinctive, and ecologically important mushrooms found in the region. With helpful identification keys and photographs and a clear, color-coded layout, Mushrooms of the Pacific Northwest is ideal for hikers, foragers, and natural history buffs and is the perfect tool for loving where you live. Covers Oregon, Washington, and British Columbia Describes and illustrates 493 species 530 photographs, with additional keys and diagrams Clear color-coded layoutMoon Nashville: Can't-Miss Experiences, Food & Music, Local Favorites (Travel Guide)
Par Margaret Littman. 2022
Move to the beat and savor the unique creative energy of Music City. From hot chicken to warm Southern hospitality,…
experience it all with Moon Nashville.Explore the city: Navigate by neighborhood or by activity with color-coded maps See the sights: Watch country music's top acts at the Grand Ole Opry, tour the storied halls of the Tennessee State Capitol, and pay homage to legends at the Country Music Hall of Fame. Stroll the Vanderbilt and Fisk campuses, shop for vintage records and handcrafted jewelry, and go honky-tonking late into the night Get a taste of the city: Cast your vote for the best authentic hot chicken, dine at a classic meat-and-three, or delight in food truck feasts featuring Egyptian treats, farm-fresh peaches, and fiery moonshine Bars and nightlife: Tap your foot to some live music at the Bluebird Café or pull up a barstool for a flight of classic Tennessee whiskeys. Get inspired by up-and-coming singers in The Basement before finding your own voice at Lonnie's Western Room karaoke, or try a free line dance lesson at Wildhorse Saloon Local advice from Nashvillian Margaret Littman on her beloved home city Flexible, strategic itineraries including a two-day tour, a foodie weekend, and Nashville on a budget, plus day trips to Land Between the Lakes, Mammoth Cave, the Jack Daniels Distillery in Lynchburg, and more Tips for travelers including where to stay, how to safely bike in the city, plus advice for LGBTQ+ visitors, international travelers, and families with children Maps and tools like background information on the history and culture of Nashville, easy-to-read maps, full-color photos, and neighborhood guides from Midtown to Music Valley Experience the best of Music City with Moon Nashville. Hitting the road? Try Moon Blue Ridge Parkway Road Trip or Moon Nashville to New Orleans Road Trip. About Moon Travel Guides: Moon was founded in 1973 to empower independent, active, and conscious travel. We prioritize local businesses, outdoor recreation, and traveling strategically and sustainably. Moon Travel Guides are written by local, expert authors with great stories to tell—and they can't wait to share their favorite places with you. For more inspiration, follow @moonguides on social media.Linked: Conquer LinkedIn. Get Your Dream Job. Own Your Future.
Par Omar Garriott, Jeremy Schifeling. 2022
The LinkedIn insider&’s guide to how the new job search really works—and how to make it work for you. No…
one disputes that LinkedIn is the world&’s biggest job market. So it&’s about time that someone with the inside scoop explained how to make the most of it. Here, from two LinkedIn experts and former employees, is the definitive guide that demystifies the massive site and gives every reader—from the newly minted college graduate to the midlife career-changer—the most important strategies to win the modern job search game. Clear, lively, and decidedly practical, Linked shows how to burnish your personal brand so recruiters come to you. Tap the power of the network effect and turn anyone into an invaluable referral. Think like employers and focus your profile to get noticed, get considered, and get hired. And game both the search algorithm and Applicant Tracking Systems used by nearly every employer in every economic sector. The result: not just a great job, but the future of your dreams.Moon Joshua Tree & Palm Springs: Hiking, Scenic Drives, Desert Getaways (Travel Guide)
Par Jenna Blough. 2022
From the chic pools of Palm Springs to the rugged beauty of Joshua Tree National Park, soak up the California…
sunshine with Moon Joshua Tree & Palm Springs. Inside you'll find: Flexible itineraries, like relaxing weekends in Palm Springs and the Coachella Valley and the week-long best of Joshua Tree National Park, including day trips to the Salton Sea and Idyllwild Strategic advice for outdoor adventurers, spa-seekers, poolside loungers, and more The best hikes in Joshua Tree and the Palm Springs area marked with mileage, duration, difficulty level, and elevation gain, plus trailheads and detailed directions Top activities and unique experiences: Discover hidden waterfalls, fan palm oases, and stunning canyons on a hike through Joshua Tree, or trek part of the Pacific Crest Trail on a day trip to the Sand to Snow National Monument. Try a rejuvenating sound bath or soak in serene hot springs. Admire mid-century architecture and sip retro-chic cocktails in Rat-Pack-era hangouts and sample the best of the party scene, from poolside resorts to wild west saloons Insider advice from SoCal local Jenna Blough on when to go, where to stay, and how to get around, including how to get to Joshua Tree and Palm Springs from Los Angeles Helpful resources on Covid-19 and traveling to Joshua Tree and Palm Springs Full-color photos and detailed maps throughout Background information on the landscape, history, and culture, plus tips for families, seniors, LGBTQ travelers, and visitors with disabilities Experience the best of the desert with Moon Joshua Tree & Palm Springs. Exploring California&’s national parks? Check out Moon Death Valley National Park or Moon Sequoia & Kings Canyon. About Moon Travel Guides: Moon was founded in 1973 to empower independent, active, and conscious travel. We prioritize local businesses, outdoor recreation, and traveling strategically and sustainably. Moon Travel Guides are written by local, expert authors with great stories to tell—and they can't wait to share their favorite places with you. For more inspiration, follow @moonguides on social media.Remodelista in Maine: A Design Lover's Guide to Inspired, Down-to-Earth Style (Remodelista)
Par Annie Quigley. 2022
Maine by Design Celebrate the rugged, resourceful, eco-conscious Maine aesthetic and get a master class from Remodelista in translating this…
style into your own home. Tour ten exceptional, beautifully photographed houses, and discover the details that make a Maine house a Maine house—from floors painted in glossy boat paint to artful displays of nature-walk finds. Also included: simple, seasonal DIY projects, like fragrant balsam pillows; tips from local shopkeepers, chefs, and makers on living the Maine way; a collection of Remodelista&’s thirty favorite Maine objects for the house (and porch); and design-centric itineraries for travelers planning a visit any time of year.From majestic mountaintops to lush forests and untouched wilderness, experience the best of the Smokies with Moon Great Smoky Mountains…
National Park. Inside you'll find:Flexible itineraries: Unique and adventure-packed ideas ranging from one day in the park to a week-long trip The best hikes in the Great Smokies: Detailed hike descriptions with mileage, duration, elevation gains, and difficulty ratings, plus individual trail maps and options for backpackers Experience the outdoors: Cruise along Newfound Gap Road for epic views from scenic overlooks and watch "smoky" mists rise up through the valleys. Spot local wildlife like 700-pound elk, black bears, and vast herds of white-tailed deer. Savor the refreshing solitude of a night camping under the stars or enjoy a twinkling light show from Elkmont's synchronous fireflies. Trek a segment of the Appalachian Trail, wander through remnants of the region's historic settlements, or try your hand at fly-fishing Take a break: Unwind after a day of adventure at one of the trendy craft breweries that earned Asheville the title of "Beer City USA." Head to Dollywood for square-dancing, catching a show, or gliding down the lazy river at Splash Country. Soak in the sweet sounds of Tennessee's music scene, sample some fiery moonshine, or shop for Appalachian folk art How to get there: Up-to-date information on gateway towns, park entrances, and tours Where to stay: Campgrounds, resorts, and more, both inside and outside the park Helpful resources on Covid-19 and traveling to Great Smoky Mountains National Park Planning tips: When to go, what to pack, safety information, and how to avoid the crowds, with full-color photos and detailed maps throughoutExpertise and know-how: Explore the park with nature lover and Smoky Mountains expert Jason Frye Find your adventure in Great Smoky Mountains National Park with Moon. Hitting more of North America's national parks? Check out Moon USA National Parks. Road-tripping? Try Moon Drive & Hike Appalachian Trail or Moon Blue Ridge Parkway Road Trip. About Moon Travel Guides: Moon was founded in 1973 to empower independent, active, and conscious travel. We prioritize local businesses, outdoor recreation, and traveling strategically and sustainably. Moon Travel Guides are written by local, expert authors with great stories to tell—and they can't wait to share their favorite places with you. For more inspiration, follow @moonguides on social media.Adventure awaits on the Last Frontier: make your way through Alaska's mountains, glaciers, and rivers with Moon Anchorage, Denali &…
the Kenai Peninsula. Inside you'll find:Flexible itineraries including four days in Anchorage, four days in Denali National Park, day cruises, and a 10-day adventure covering the best of the Kenai Peninsula Strategic advice for hikers, adventure sports lovers, wildlife enthusiasts, budget travelers, and more Must-see highlights and outdoor experiences: Embark on a cruise to admire stunning fjords and watch brown bears catch wild salmon from a river. Go skiing at a mountain resort or hike through alpine forests. Dine on fresh king crab at the best restaurants in Anchorage or catch your own halibut on a fishing expedition. Take an intrepid "flightseeing" tour to secluded glacier landings in Denali National Park and discover the best spots to watch the northern lights dance across the sky Expert advice from Homer local Don Pitcher on when to go, where to stay, and how to get around Full-color photos and detailed maps throughoutThorough background on the landscape, wildlife, history, and local culture, plus up-to-date information about health and safety, transportation, and recreation Find your adventure in Anchorage, Denali and the Kenai Peninsula with Moon's expert advice and local insight. Expanding your trip? Check out Moon Alaska. About Moon Travel Guides: Moon was founded in 1973 to empower independent, active, and conscious travel. We prioritize local businesses, outdoor recreation, and traveling strategically and sustainably. Moon Travel Guides are written by local, expert authors with great stories to tell—and they can't wait to share their favorite places with you. For more inspiration, follow @moonguides on social media.Living Ruins: Native Engagements with Past Materialities in Contemporary Mesoamerica, Amazonia, and the Andes
Par Philippe Erikson, Valentina Vapnarsky. 2022
Ruins and remnants of the past are endowed with life, rather than mere relics handed down from previous generations. Living…
Ruins explores some of the ways Indigenous people relate to the material remains of human activity and provides an informed and critical stance that nuances and contests institutionalized patrimonialization discourse on vestiges of the past in present landscapes. Ten case studies from the Maya region, Amazonia, and the Andes detail and contextualize narratives, rituals, and a range of practices and attitudes toward different kinds of vestiges. The chapters engage with recently debated issues such as regimes of historicity and knowledge, cultural landscapes, conceptions of personhood and ancestrality, artifacts, and materiality. They focus on Indigenous perspectives rather than mainstream narratives such as those mediated by UNESCO, Hollywood, travel agents, and sometimes even academics. The contributions provide critical analyses alongside a multifaceted account of how people relate to the place/time nexus, expanding our understanding of different ontological conceptualizations of the past and their significance in the present. Living Ruins adds to the lively body of work on the invention of tradition, Indigenous claims on their lands and history, “retrospective ethnogenesis,” and neo-Indianism in a world where tourism, NGOs, and Western essentialism are changing Indigenous attitudes and representations. This book is significant to anyone interested in cultural heritage studies, Amerindian spirituality, and Indigenous engagement with archaeological sites in Latin America. Contributors: Cedric Becquey, Laurence Charlier Zeineddine, Marie Chosson, Pablo Cruz, Philippe Erikson, Antoinette Molinié, Fernando Santos-Granero, Emilie Stoll, Valentina Vapnarsky, Pirjo Kristiina VirtanenDistributed Machine Learning Patterns
Par Yuan Tang. 2024
Practical patterns for scaling machine learning from your laptop to a distributed cluster.Distributing machine learning systems allow developers to handle…
extremely large datasets across multiple clusters, take advantage of automation tools, and benefit from hardware accelerations. This book reveals best practice techniques and insider tips for tackling the challenges of scaling machine learning systems. In Distributed Machine Learning Patterns you will learn how to: Apply distributed systems patterns to build scalable and reliable machine learning projects Build ML pipelines with data ingestion, distributed training, model serving, and more Automate ML tasks with Kubernetes, TensorFlow, Kubeflow, and Argo Workflows Make trade-offs between different patterns and approaches Manage and monitor machine learning workloads at scale Inside Distributed Machine Learning Patterns you&’ll learn to apply established distributed systems patterns to machine learning projects—plus explore cutting-edge new patterns created specifically for machine learning. Firmly rooted in the real world, this book demonstrates how to apply patterns using examples based in TensorFlow, Kubernetes, Kubeflow, and Argo Workflows. Hands-on projects and clear, practical DevOps techniques let you easily launch, manage, and monitor cloud-native distributed machine learning pipelines. About the technology Deploying a machine learning application on a modern distributed system puts the spotlight on reliability, performance, security, and other operational concerns. In this in-depth guide, Yuan Tang, project lead of Argo and Kubeflow, shares patterns, examples, and hard-won insights on taking an ML model from a single device to a distributed cluster. About the book Distributed Machine Learning Patterns provides dozens of techniques for designing and deploying distributed machine learning systems. In it, you&’ll learn patterns for distributed model training, managing unexpected failures, and dynamic model serving. You&’ll appreciate the practical examples that accompany each pattern along with a full-scale project that implements distributed model training and inference with autoscaling on Kubernetes. What's inside Data ingestion, distributed training, model serving, and more Automating Kubernetes and TensorFlow with Kubeflow and Argo Workflows Manage and monitor workloads at scale About the reader For data analysts and engineers familiar with the basics of machine learning, Bash, Python, and Docker. About the author Yuan Tang is a project lead of Argo and Kubeflow, maintainer of TensorFlow and XGBoost, and author of numerous open source projects. Table of Contents PART 1 BASIC CONCEPTS AND BACKGROUND 1 Introduction to distributed machine learning systems PART 2 PATTERNS OF DISTRIBUTED MACHINE LEARNING SYSTEMS 2 Data ingestion patterns 3 Distributed training patterns 4 Model serving patterns 5 Workflow patterns 6 Operation patterns PART 3 BUILDING A DISTRIBUTED MACHINE LEARNING WORKFLOW 7 Project overview and system architecture 8 Overview of relevant technologies 9 A complete implementationInternet of Production: Fundamentals, Methods and Applications (Interdisciplinary Excellence Accelerator Series)
Par Christian Brecher, Günther Schuh, Wil van der Aalst, Matthias Jarke, Frank T. Piller, Melanie Padberg. 2024
This seminal compendium, available through open access, illuminates the forefront of digital collaboration in production. It introduces the visionary concept…
of the Internet of Production (IoP), an ambitious initiative by Germany's esteemed Cluster of Excellence at RWTH Aachen University. This handbook pioneers the integration of data, models, and knowledge across development, production, and user cycles, offering interdisciplinary insights into production technology's horizons with the overall objective to create a worldwide lab.The work is organized into seven key parts, each contributing to a comprehensive understanding of the IoP. Part I lays the foundation with interdisciplinary visions and concepts. Part II delves into IoP's infrastructure, encompassing digital shadows and actionable artificial intelligence. Part III examines materials within the digitalized production landscape. Part IV confronts the challenges and potentials of production processes under novel digitalization methods.Part V focuses on production management with data-driven decision support, while Part VI explores agile development processes. Finally, Part VII delves into the interplay between internal and external perspectives in the IoP, human-centered work design, and platform-based ecosystems.Supported by the German Research Foundation (DFG), this compendium redefines manufacturing through the transformative IoP lens. Embrace this scholarly endeavor to embrace technological advancement. This is an open access book.Moon New York State: Getaway Ideas, Road Trips, Local Spots (Moon U.S. Travel Guide)
Par Julie Schwietert Collazo, Moon Travel Guides. 2005
From museum-hopping in the Hudson Valley to hiking the hills upstate, discover the New York you don't know with Moon…
New York State. Inside you'll find:Strategic itineraries for seeing the best of the state in two weeks or spending a whirlwind day in NYC, with ideas for art-lovers, foodies, outdoor enthusiasts, foliage-seekers, and more Day trips from New York City to Long Island, the Hudson Valley, and the Catskills The top sights and unique experiences: Explore the charming riverside towns of the Hudson Valley on a brewery trail, sample local wine and cheese upstate, or relax on the beaches of Montauk. Hike to a spectacular sunrise in the Catskills, kayak on the Finger Lakes, and peep the vibrant changing leaves in the Adirondacks. Browse the quirky boutiques of Lower Manhattan, stroll the High Line, and savor skyline views with a nightcap in hand at a rooftop bar Honest advice from expert author Julie Schwietert Collazo on when to go, where to stay, and how to get around Full-color photos and detailed maps throughoutThorough background on the history, culture, and geography of the state Recommendations for families, LGBTQ travelers, seniors, international visitors, and travelers with disabilities With Moon New York State's practical tips and local insight, you can experience the best of the Empire State.About Moon Travel Guides: Moon was founded in 1973 to empower independent, active, and conscious travel. We prioritize local businesses, outdoor recreation, and traveling strategically and sustainably. Moon Travel Guides are written by local, expert authors with great stories to tell—and they can't wait to share their favorite places with you. Want to experience NYC like a local? Check out Moon New York City Walks.Learn Concurrent Programming with Go
Par James Cutajar. 2024
Concurrency doesn&’t need to be confusing. Start writing concurrent code that improves performance, scales up to handle large volumes of…
data, and takes full advantage of modern multi-processor hardware.Too many developers think concurrency is extremely challenging. Learn Concurrent Programming with Go is here to prove them wrong! This book uses the easy-to-grasp concurrency tools of the Go language to demonstrate principles and techniques, steadily teaching you the best practices of effective concurrency. Techniques learned in this book can be applied to other languages. In Learn Concurrent Programming with Go you will learn how to: Implement effective concurrency for more responsive, higher performing, scalable software Avoid common concurrency problems such as deadlocks and race conditions Manage concurrency using goroutines, mutexes, readers-writer locks, and more Identify concurrency patterns such as pipelining, worker pools, and message passing Discover advantages, limits, and properties of parallel computing Improve your Go coding skills with advanced multithreading topics Concurrent programming allows multiple tasks to execute and interact simultaneously, speeding up performance and reducing user wait time. In Learn Concurrent Programming with Go, you&’ll discover universal principles of concurrency, along with how to use them for a performance boost in your Go applications. Expert author James Cutajar starts with the basics of modeling concurrency in your programs, demonstrates differences between message passing and memory sharing, and even introduces advanced topics such as atomic variables and futexes. About the technology You can improve almost any application&’s performance and responsiveness by introducing concurrency into the codebase. This book will show you how! It starts with the basics of concurrent programming and builds your skills step by step by exploring scenarios you&’ll face every day as a developer. Author James Cutajar explains each aspect of concurrency in plain language using the intuitive features baked into the Go language. About the book Learn Concurrent Programming with Go provides a practical, hands-on introduction to creating software for modern multiprocessor systems. In it, you&’ll learn how to divide larger programming tasks into independent parts that can run simultaneously. You&’ll use the Go language to implement common concurrency patterns by utilizing readers-writer locks, semaphores, message passing, and memory sharing. The skills you learn will easily transfer to other languages. What's inside Prevent deadlocks and race conditions Go concurrency features like goroutines, mutexes, channels, and more Concurrency patterns including pipelining and worker pools About the reader For programmers with basic knowledge of Go or another C-style language. No experience in concurrent programming required. About the author James Cutajar has been programming for more than 20 years. He&’s an open source contributor, blogger, tech evangelist, Udemy instructor, and author. Table of Contents PART 1 FOUNDATIONS 1 Stepping into concurrent programming 2 Dealing with threads 3 Thread communication using memory sharing 4 Synchronization with mutexes 5 Condition variables and semaphores 6 Synchronizing with waitgroups and barriers PART 2 MESSAGE PASSING 7 Communication using message passing 8 Selecting channels 9 Programming with channels PART 3 MORE CONCURRENCY 10 Concurrency patterns 11 Avoiding deadlocks 12 Atomics, spin locks, and futexesLineare Kirchhoff-Netzwerke: Grundlagen, Analyse und Synthese
Par Reiner Thiele. 2023
Das Buch vermittelt ausgehend von den Grundlagen der Netzwerk-Theorie neuartige Analyse- und Syntheseverfahren für lineare zeitinvariante Kirchhoff-Netzwerke. Hierzu verwendet der…
Autor als Elementarnetzwerke gewöhnliche Widerstände, Kondensatoren und Spulen sowie die sogenannten pathologischen Unternetzwerke Nullator, Norator und Nullor. Der Nullor besteht dabei aus einem Nullator und einem Norator, wird hinsichtlich seines Klemmenverhaltens durch die Belevitch-Darstellung beschrieben und näherungsweise durch einen Operationsverstärker realisiert. Zur Analyse oder Synthese erfolgt die Zerlegung in realisierbare Unternetzwerke mit dem Verfahren der Singulärwert-Zerlegung von Matrizen. Außerdem zeigt Reiner Thiele, wie durch die Applikation von Klemmen-Äquivalenzen praxisrelevante elektrische oder elektronische Schaltungen entstehen.Entrepreneurship der Zukunft: Voraussetzung, Implementierung und Anwendung von Künstlicher Intelligenz im Rahmen datenbasierter Geschäftsmodelle
Par Lars Heim, Sebastian Gerth. 2023
Dieses Buch behandelt die Rolle von Künstlicher Intelligenz (KI) im Kontext der fortlaufenden Digitalisierung und Automatisierung in Unternehmen, um Wertschöpfung zu…
optimieren, neue Geschäftsmodelle zu entwickeln oder bestehende zu transformieren. Untersucht werden Voraussetzungen, Implementierung und Anwendung von KI in datenbasierten Geschäftsmodellen und dabei sowohl Chancen als auch Risiken beleuchtet.Der erste Buchabschnitt konzentriert sich auf die erforderlichen Bedingungen für den erfolgreichen Einsatz von KI. Hierzu zählen die Erfassung und Verarbeitung von Daten, der Aufbau einer robusten IT-Infrastruktur und die Personalschulung. Im zweiten Abschnitt wird die Implementierung von KI diskutiert. Besonderer Fokus liegt dabei auf dem Aufbau und Training von KI-Systemen und deren Integration in bestehende Geschäftsprozesse. Verschiedene Ansätze der KI, wie Machine Learning und Deep Learning, werden erläutert und ihre Anwendungsmöglichkeiten aufgezeigt. Der dritte Abschnitt widmet sich der praktischen Anwendung von KI in verschiedenen Branchen und Geschäftsmodellen. So werden etwa Beispiele aus der Produktion, dem Handel und der Dienstleistungsbranche vorgestellt, um den Einsatz von KI zur Automatisierung von Prozessen, Optimierung von Entscheidungen und Verbesserung von Prognosen zu demonstrieren.Insgesamt bietet das Buch eine umfassende Perspektive auf das Thema KI und liefert in 17 Kapiteln wertvolle Anregungen für Unternehmen, um ihre Zukunftsfähigkeit mit KI zu sichern und von den Möglichkeiten zu profitieren. Die Beiträge von führenden Expert:innen aus unterschiedlichen Disziplinen, mit verschiedenen theoretischen Ansätzen, methodischen Zugängen und empirischen Befunden beleuchten und diskutieren das Thema sehr anschaulich.Winning with Data Science: A Handbook for Business Leaders
Par Howard Steven Friedman, Akshay Swaminathan. 2024
Whether you are a newly minted MBA or a project manager at a Fortune 500 company, data science will play…
a major role in your career. Knowing how to communicate effectively with data scientists in order to obtain maximum value from their expertise is essential. This book is a compelling and comprehensive guide to data science, emphasizing its real-world business applications and focusing on how to collaborate productively with data science teams.Taking an engaging narrative approach, Winning with Data Science covers the fundamental concepts without getting bogged down in complex equations or programming languages. It provides clear explanations of key terms, tools, and techniques, illustrated through practical examples. The book follows the stories of Kamala and Steve, two professionals who need to collaborate with data science teams to achieve their business goals. Howard Steven Friedman and Akshay Swaminathan walk readers through each step of managing a data science project, from understanding the different roles on a data science team to identifying the right software. They equip readers with critical questions to ask data analysts, statisticians, data scientists, and other technical experts to avoid wasting time and money. Winning with Data Science is a must-read for anyone who works with data science teams or is interested in the practical side of the subject.Global Digital Data Governance: Polycentric Perspectives (Routledge Global Cooperation Series)
Par Carolina Aguerre, Malcolm Campbell-Verduyn, Jan Aart Scholte. 2024
This book provides a nuanced exploration of contemporary digital data governance, highlighting the importance of cooperation across sectors and disciplines…
in order to adapt to a rapidly evolving technological landscape. Most of the theory around global digital data governance remains scattered and focused on specific actors, norms, processes, or disciplinary approaches. This book argues for a polycentric approach, allowing readers to consider the issue across multiple disciplines and scales. Polycentrism, this book argues, provides a set of lenses that tie together the variety of actors, issues, and processes intertwined in digital data governance at subnational, national, regional, and global levels. Firstly, this approach uncovers the complex array of power centers and connections in digital data governance. Secondly, polycentric perspectives bridge disciplinary divides, challenging assumptions and drawing together a growing range of insights about the complexities of digital data governance. Bringing together a wide range of case studies, this book draws out key insights and policy recommendations for how digital data governance occurs and how it might occur differently. Written by an international and interdisciplinary team, this book will be of interest to students and scholars in the field of development studies, political science, international relations, global studies, science and technology studies, sociology, and media and communication studies.Handbook of Face Recognition
Par Stan Z. Li, Anil K. Jain, Jiankang Deng. 2024
The history of computer-aided face recognition dates to the 1960s, yet the problem of automatic face recognition – a task…
that humans perform routinely and effortlessly in our daily lives – still poses great challenges, especially in unconstrained conditions.This highly anticipated new edition provides a comprehensive account of face recognition research and technology, spanning the full range of topics needed for designing operational recognition systems. After a thorough introduction, each subsequent chapter focuses on a specific topic, reviewing background information, up-to-date techniques, and recent results, as well as offering challenges and future directions.Topics and features:Fully updated, revised, and expanded, covering the entire spectrum of concepts, methods, and algorithms for automated detection and recognition systemsProvides comprehensive coverage of face detection, alignment, feature extraction, and recognition technologies, and issues in evaluation, systems, security, and applicationsContains numerous step-by-step algorithmsDescribes a broad range of applications from person verification, surveillance, and security, to entertainmentPresents contributions from an international selection of preeminent expertsIntegrates numerous supporting graphs, tables, charts, and performance dataThis practical and authoritative reference is an essential resource for researchers, professionals and students involved in image processing, computer vision, biometrics, security, Internet, mobile devices, human-computer interface, E-services, computer graphics and animation, and the computer game industry.AI and Business, and Innovation Research: Understanding the Potential and Risks of AI for Modern Enterprises (Studies in Systems, Decision and Control #440)
Par Bahaaeddin Alareeni, Islam Elgedawy. 2024
This book provides a comprehensive overview of the latest trends and developments in AI and business innovation research. In today's…
rapidly changing business environment, artificial intelligence (AI) has become an essential tool for innovation and growth. From marketing and customer service to supply chain management and product development, AI is transforming the way businesses operate, allowing them to make better decisions and achieve their goals faster and more efficiently than ever before.However, the integration of AI into business operations is not without its challenges and risks. There are concerns about data privacy, cybersecurity, and the potential for AI to disrupt traditional industries and displace workers. As a result, it is essential for business leaders and researchers to understand both the potential and risks of AI, and how it can be effectively leveraged for business innovation.This book explores the potential benefits of AI for modern enterprises, including how it can be used to enhance customer service, optimize supply chain management, and improve decision-making in a range of business contexts. It also examines the role of AI in product development, marketing, and sales, and how it can be used to drive innovation and growth.The book also examines the risks and challenges associated with the integration of AI into business operations. It explores the ethical and legal implications of AI, including issues related to data privacy and security, bias in algorithms, and the impact of AI on employment and the labor market. It also examines the role of government and policymakers in regulating AI and managing the risks associated with its integration into business operations.Overall, this book provides a comprehensive and balanced perspective on the potential and risks of AI for modern enterprises.