human machine collaboration and interaction for smart manufacturing

Advanced technologies such as robotics, 5G mobile communications, IoT, cloud computing and wireless sensor networks have had a huge impact and influence on manufacturing, with an increased collaboration between humans and smart systems. As the manufacturing process becomes more automated using real-time data, communication systems, Artificial Intelligence (AI) techniques and robotics feed data back into the manufacturing process. This enables the design of products that are more customized and personal, and leads to a more competitive, efficient and value-added production process by reacting more quickly to technical or human errors to avoid product and system damage while increasing workplace safety, and reducing waste, pollution, and associated costs.This edited book covers challenges, concepts, systems, architectures, technologies, and design characteristics of human-machine cooperation and interaction systems in smart manufacturing environments using state of the art technologies including AI, 5G, IoTs, Blockchains, CPS, sensing, automation and robotics.The book is aimed at researchers and engineers working on the applications of robotics and automation, HMI, HCI, CPS, sensing, information and communications technology, data science, ML/DL/AI, AR/VR, cybersecurity and electronics. It is also a useful reference for advanced students and lecturers in these fields, and will appeal to manufacturers and automation system developers.

Objev podobné jako Human Machine Collaboration and Interaction for Smart Manufacturing

In todayÂ’s era, there is a need for a system that can automate the process of treatment for the patient if medical facilities are out of reach. Smart healthcare can step in to make the patient more self-dependent. 6G with its features can be seen as the future of smart healthcare with IoT and AI. 6G-Enabled IoT and AI for Smart Healthcare: Challenges, Impact, and Analysis offers the fundamentals, history, reality, and challenges faced in the smart healthcare industry today. It discusses the concepts, tools, and techniques of smart healthcare as well as the analysis used. The book details the role that machine learning-based deep learning and 6G-enabled IoT concepts play in the automation of smart healthcare systems. The book goes on to presents applications of smart healthcare through various real-world examples and includes chapters on security and privacy in the 6G-enabled and IoT environment, as well as research on the future prospects of the smart healthcare industry.This book:Offers the fundamentals, history, reality, and the challenges faced in the smart healthcare industry Discusses the concepts, tools, and techniques of smart healthcare as well as the analysis usedDetails the role that machine learning-based deep learning and 6G-enabled IoT concepts play in ... Unknown localization key: "more"

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The main purpose of this book is to introduce the essential theories and tools for production (manufacturing operations) management for students in engineering, junior professionals in supply chain and production managers who are starting their career in a manufacturing firm.With a focus on selected key techniques and a practical application of these skills, the book uses a real-world inspired case studies while providing readers with in-depth exploration. Designed as a coaching handbook for instructors or motivated self-learners, it is an ideal resource for project-based learning.It is suitable for graduates in technology management and engineering, and professionals in the field of manufacturing who want to revise their practical knowledge while enhancing theoretical background.

Objev podobné jako Manufacturing Operations Management - Min-jung , Switzerland) Yoo, Remy , Switzerland) Glardon

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Delicious recipes from round the world for your bread machine, tried-and-tested for success, photographed throughout.

Objev podobné jako Bread Machine Kitchen Handbook - Jennie Shapter

The no-nonsense way to get started coding in the Python programming language Python Essentials For Dummies is a quick reference to all the core concepts in Python, the multifaceted general-purpose language used for everything from building websites to creating apps. This book gets right to the point, with no excess review, wordy explanations, or fluff, making it perfect as a desk reference on the job or as a brush-up as you expand your skills in related areas. Focusing on just the essential topics you need to know to brush up or level up your Python skill, this is the reliable little book you can always turn to for answers. Get a quick and thorough intro to the basic concepts of coding in PythonReview what you've already learned or pick up essential new skillsCreate websites, software, machine learning, and automation for school or workKeep this concise reference book handy for jogging your memory as you code This portable Dummies Essentials book focuses on the key topics you need to know about the popular Python language. Great for supplementing a course, reviewing for a certification, or staying knowledgeable on the job.

Objev podobné jako Python Essentials For Dummies - Alan Simpson, John C. Shovic

Gears in one form or another are a part of most mechanisms, but they are by no means as simple as they may appear. This book explains simply, clearly and comprehensively the underlying theory involved and, in its second part, how to cut gears on a lathe or milling machine. Explanations and reasons for all conventional types of gears are clearly set out in this book together with useful tables and machinery techniques to form an invaluable reference work for anyone dealing with machinery. It covers all the questions raised by enthusiasts who have watched the author demonstrating gear-cutting techniques at exhibitions throughout Britain, where his advice on engineering matters has been constantly sought.

Objev podobné jako Gears and Gear Cutting - Ivan Law

With an evolutionary advancement of Machine Learning (ML) algorithms, a rapid increase of data volumes and a significant improvement of computation powers, machine learning becomes hot in different applications. However, because of the nature of "black-box" in ML methods, ML still needs to be interpreted to link human and machine learning for transparency and user acceptance of delivered solutions. This edited book addresses such links from the perspectives of visualisation, explanation, trustworthiness and transparency. The book establishes the link between human and machine learning by exploring transparency in machine learning, visual explanation of ML processes, algorithmic explanation of ML models, human cognitive responses in ML-based decision making, human evaluation of machine learning and domain knowledge in transparent ML applications.This is the first book of its kind to systematically understand the current active research activities and outcomes related to human and machine learning. The book will not only inspire researchers to passionately develop new algorithms incorporating human for human-centred ML algorithms, resulting in the overall advancement of ML, but also help ML practitioners proactively use ML outputs for informative and trustworthy decision making.This book is intended for researchers and practitioners involved with machine learning and its applications. The book will especially ... Unknown localization key: "more"

Objev podobné jako Human and Machine Learning

The world progresses toward Industry 4.0, and manufacturers are challenged to successfully navigate this unique digital journey. To some, digitalization is a golden opportunity; to others, it is a necessary evil. But to optimist and pessimist alike, there is a widespread puzzlement over the practical details of digitalization. To many manufacturers, digital transformation is a vague and confusing concept they nevertheless must grapple with in order to survive the Fourth Industrial Revolution. The proliferation of digital manufacturing technologies adds to the confusion, leaving many manufacturers perplexed and unprepared, with little real insight into how emerging technologies can help them sustain a competitive edge in their markets. This book effectively conveys Siemens's knowledge and experience through a concept called "Smart Digital Manufacturing," a stepwise approach to realizing the promise of the Fourth Industrial Revolution. The Smart Digital Manufacturing roadmap provides guidance and enables low-risk, high-reward adoption of new manufacturing software technologies through a series of tipping-point investment decisions that result in optimized manufacturing performance. The book provides readers with a clear understanding of what digital technology has to offer them, and how and when to invest in these essential components of tomorrow?s factories. Rene Wolf is Senior Vice President of Manufacturing ... Unknown localization key: "more"

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This edited book explores the many interesting questions that lie at the intersection between AI and HCI. It covers a comprehensive set of perspectives, methods and projects that present the challenges and opportunities that modern AI methods bring to HCI researchers and practitioners. The chapters take a clear departure from traditional HCI methods and leverage data-driven and deep learning methods to tackle HCI problems that were previously challenging or impossible to address. It starts with addressing classic HCI topics, including human behaviour modeling and input, and then dedicates a section to data and tools, two technical pillars of modern AI methods. These chapters exemplify how state-of-the-art deep learning methods infuse new directions and allow researchers to tackle long standing and newly emerging HCI problems alike. Artificial Intelligence for Human Computer Interaction: A Modern Approach concludes with a section on Specific Domains which covers a set of emerging HCI areas where modern AI methods start to show real impact, such as personalized medical, design, and UI automation.

Objev podobné jako Artificial Intelligence for Human Computer Interaction: A Modern Approach

Manufacturing Engineering and Technology offers thorough, up-to-date coverage of manufacturing science, engineering and technology, and will help you understand the vital importance of manufacturing in the modern global economy. It emphasizes the interconnectedness of every manufacturing activity, from complex interactions between materials to design, process and operations. Extensive questions and problems explore viable solutions to a wide variety of challenges, encouraging you to describe and assess both the capabilities and limitations involved. Examples and case studies depict real-world applications of the topics described. The 9th Edition is fully updated, with many new topics and illustrations; expands Questions, Qualitative Projects and Quantitative Projects, and Design Problems; examines manufacturing in the context of climate change and the post-COVID world; and much more.

Objev podobné jako Manufacturing Engineering and Technology, Global Edition - Serope Kalpakjian, Steven Schmid

This textbook uses analysis of interaction in a range of teacher education and professional practice settings in ELT to explore the different identities and power relationships which teachers orient to. It traces the role of identity and interaction in the processes of acquiring new teaching skills and knowledge, reflecting on professional practice and constructing teaching selves, and explores the limits and constraints on these processes imposed by global forces such as the marketization of education. The book is written for teachers, teacher educators, postgraduate students and researchers interested in the relationships between social interaction, identity and professional practice in ELT. It is suitable for use in conjunction with any postgraduate-level course on language in interaction, as it surveys and critically discusses various approaches and includes many practical examples.

Objev podobné jako Social Interaction and English Language Teacher Identity - John Gray, Tom Morton

This book explores the benefits of deploying Machine Learning (ML) and Artificial Intelligence (AI) in the health care environment. The authors study different research directions that are working to serve challenges faced in building strong healthcare infrastructure with respect to the pandemic crisis. The authors take note of obstacles faced in the rush to develop and alter technologies during the Covid crisis. They study what can be learned from them and what can be leveraged efficiently. The authors aim to show how healthcare providers can use technology to exploit advances in machine learning and deep learning in their own applications. Topics include remote patient monitoring, data analysis of human behavioral patterns, and machine learning for decision making in real-time.

Objev podobné jako System Design for Epidemics Using Machine Learning and Deep Learning

The development of technologies and management of operations is key to sustaining the success of manufacturing businesses, and since the late 1970s, the International Conference on Manufacturing Research (ICMR) has been a major annual event for academics and industrialists engaged in manufacturing research. The conference is renowned as a friendly and inclusive platform that brings together a broad community of researchers who share a common goal. This book presents the proceedings of ICMR2021, the 18th International Conference on Manufacturing Research, incorporating the 35th National Conference on Manufacturing Research, and held in Derby, UK, from 7 to 10 September 2021.The theme of the ICMR2021 conference is digital manufacturing. Within the context of Industrial 4.0, ICMR2021 provided a platform for researchers, academics and industrialists to share their vision, knowledge and experience, and to discuss emerging trends and new challenges in the field. The 60 papers included in the book are divided into 10 parts, each covering a different area of manufacturing research.These are: digital manufacturing, smart manufacturing; additive manufacturing; robotics and industrial automation; composite manufacturing; machining processes; product design and development; information and knowledge management; lean and quality management; and decision support and production optimization. The book will be of interest to ... Unknown localization key: "more"

Objev podobné jako Advances in Manufacturing Technology XXXIV

A reference work for machine knitters, this easy-to-follow, visually rich guide to innovative knit design transmits the authors' distinct love for and expertise in the craft of machine knitting and their profound knowledge of knitting techniques. This reference work for machine knitters by the late Beleke den Hartog, co-founder of The Dutch School of Machine Knitting, Studio den Hartog in the Hague, and Elsbeth van Heyningen, who co-headed with Beleke the Department of Fashion and Textile at The Royal Academy of Art in The Hague, leads knitters to an in-depth understanding of knitting construction. A handbook for the upcoming generation of knitting designers, Machine Knitter's Reference is a tutorial and visual book of few words, but rich in illustrations, graphics, and photos, that can be understood by everyone. This easy-to-follow guide to innovative knit design picks up where, once the basics of machine knitting are mastered, follow up questions arise, such as: shaping 2- or 3-dimensional forms, shaping the outside, creating volume from the inside, and giving structure to a knit. It explores methods of shaping where stitches remain on the needle or are transferred to adjacent needles, as well as variations in edging the knitting, always considering what the ... Unknown localization key: "more"

Objev podobné jako Machine Knitter's Reference: A Blueprint for Improving Your Knitting - Beleke Den Hartog, Elsbeth Van Heyningen

Single and Double Bed Machine Knitting: The Designer’s Guide, is an absolute necessity for anyone with a knitting machine. Written in clear and accessible language by an experienced knit designer and educator, and using step-by-step explanations and inspirational examples, this comprehensive guide gives practical insight into knit design and techniques for single bed and double bed knitting. Systematically organised chapters explore the fascinating and inexhaustible possibilities of surface pattern and garment design for machine knitting, with or without a ribber. Written by Dr Vikki Haffenden, an experienced knitted textile designer and educator who holds a doctorate in knitting, this book reveals the possibilities of machine knitting whilst discussing, exemplifying and contextualising creative design approaches. Using over 500 images and step-by-step instructions, Vikki shares her knowledge and understanding of knitted textiles from the basic stitch structures and knit constructions to developing these into your own designs for machine knitting. She discusses suitable fibres and yarns for single bed and double bed knitting using the ribber, and describes the characteristics of these different knits. To enable unique knit developments Vikki discusses sourcing design inspiration and explains how to create your own repeating patterns, punchcards and digital patterns. Owners of the even the ... Unknown localization key: "more"

Objev podobné jako Single and Double Bed Machine Knitting - Vikki Haffenden

The most human-friendly book on machine learning Somewhere buried in all the systems that drive artificial intelligence, you'll find machine learning—the process that allows technology to build knowledge based on data and patterns. Machine Learning For Dummies is an excellent starting point for anyone who wants deeper insight into how all this learning actually happens. This book offers an overview of machine learning and its most important practical applications. Then, you'll dive into the tools, code, and math that make machine learning go—and you'll even get step-by-step instructions for testing it out on your own. For an easy-to-follow introduction to building smart algorithms, this Dummies guide is your go-to. Piece together what machine learning is, what it can do, and what it can't doLearn the basics of machine learning code and how it integrates with large datasetsUnderstand the mathematical principles that AI uses to make itself smarterConsider real-world applications of machine learning and write your own algorithms With clear explanations and hands-on instruction, Machine Learning For Dummies is a great entry-level resource for developers looking to get started with AI and machine learning.

Objev podobné jako Machine Learning For Dummies - John Paul Mueller, Luca Massaron

This Introduction to Manufacturing focuses students on the issues that matter to practicing industrial engineers and managers. It offers a systems perspective on designing, managing, and improving manufacturing operations. On each topic, it covers the key issues, with pointers on where to dig deeper.Unlike the many textbooks on operations management, supply chain management, and process technology, this book weaves together these threads as they interact in manufacturing. It has five parts:Getting to Know Manufacturing: Fundamental concepts of manufacturing as an economic activity, from manufacturing strategy to forecasting market demandEngineering the Factory: Physical design of factories and processes, the necessary infrastructure and technology for manufacturingMaking Information Flow: The "central nervous system" that triggers and responds to events occurring in productionMaking Materials Flow: The logistics of manufacturing, from materials handling inside the factory via warehousing to supply chain managementEnhancing Performance: Managing manufacturing performance and methods to maintain and improve it, both in times of normal operations and emergenciesSupported with rich illustrations and teaching aids, Introduction to Manufacturing is essential reading for industrial engineering and management students – of all ages and backgrounds – engaged in the vital task of making the things we all use.

Objev podobné jako Introduction to Manufacturing - Michel Baudin, Torbjørn Netland

Machine Learning is an integral tool in a business analyst’s arsenal because the rate at which data is being generated from different sources is increasing and working on complex unstructured data is becoming inevitable. Data collection, data cleaning, and data mining are rapidly becoming more difficult to analyze than just importing information from a primary or secondary source. The machine learning model plays a crucial role in predicting the future performance and results of a company. In real-time, data collection and data wrangling are the important steps in deploying the models. Analytics is a tool for visualizing and steering data and statistics. Business analysts can work with different datasets -- choosing an appropriate machine learning model results in accurate analyzing, forecasting the future, and making informed decisions. The global machine learning market was valued at $1.58 billion in 2017 and is expected to reach $20.83 billion in 2024 -- growing at a CAGR of 44.06% between 2017 and 2024. The authors have compiled important knowledge on machine learning real-time applications in business analytics. This book enables readers to get broad knowledge in the field of machine learning models and to carry out their future research work. The future trends of ... Unknown localization key: "more"

Objev podobné jako Machine Learning for Business Analytics

This textbook introduces readers to the theoretical aspects of machine learning (ML) algorithms, starting from simple neuron basics, through complex neural networks, including generative adversarial neural networks and graph convolution networks. Most importantly, this book helps readers to understand the concepts of ML algorithms and enables them to develop the skills necessary to choose an apt ML algorithm for a problem they wish to solve. In addition, this book includes numerous case studies, ranging from simple time-series forecasting to object recognition and recommender systems using massive databases. Lastly, this book also provides practical implementation examples and assignments for the readers to practice and improve their programming capabilities for the ML applications.

Objev podobné jako Machine Learning for Computer Scientists and Data Analysts - Houman Homayoun, Zhiqian Chen, Setareh Rafatirad, Sai Manoj Pudukotai Dinakarrao

Pervasive and ubiquitous, machine translation systems have been transforming communication and understanding across languages and cultures on a historical scale. Focused on both Neural Machine Translation tools, such as Google Translate, and generative AI tools, such as ChatGPT, Omri Asscher pursues the juncture between machine translation and the diverse, often competing, frameworks of human translation theory. He shines a light on the subtleties of the intersection between the two: the places where machine translation corresponds well with the ideas that have been developed on human translation throughout the years, and the places where machine translation seems to challenge translation theory, and perhaps even require that we rethink some of its basic assumptions.Machine Translation and Translation Theory reflects the need for an accessible, panoramic view on the subject. It offers a detailed discussion of various points of theoretical interest: definitions of translation; equivalence in translation; aesthetics of translation; translation ethics; translation as cross-cultural communication; and translation as a historical agent.This is key reading for researchers and students in translation studies, as well as scholars of AI-mediated communication, and computer scientists interested in how machine translation architectures correspond with the understanding of translation in the humanities.

Objev podobné jako Machine Translation and Translation Theory - Omri Asscher

Written by more than sixty experts in the area, this book reviews cutting-edge practices in machine learning for financial markets, and explores connections with data science and more traditional approaches. This is an invaluable resource for researchers and graduate students in financial engineering, as well as practitioners in the sector.

Objev podobné jako Machine Learning and Data Sciences for Financial Markets

If you've always wanted to learn to use a sewing machine but didn't know where to start, this guide for the absolute beginner is for you. This simple-to-follow project-based book takes you through the basic techniques of using a sewing machine. You'll learn everything you need to get started.

Objev podobné jako How to Machine Sew: Techniques and Projects for the Complete Beginner - Susie Johns

Gain essential mathematical skills for machine trades and manufacturing with Peterson/McGarry/Smith’s MATHEMATICS FOR MACHINE TECHNOLOGY, Cengage International Edition, 9th Edition. This comprehensive book seamlessly connects math concepts to practical machine applications, featuring industry-specific examples, realistic illustrations and actual machine functions. From general math to trigonometry, solid geometry and introductory G- and M-codes for CNC programming, this book prepares you for success in the fields of machine trades and manufacturing. Strengthen your mathematical abilities and unlock your potential for a rewarding career.

Objev podobné jako Mathematics for Machine Technology, Cengage International Edition - Dr Kathleen McGarry, John ) Peterson, Robert ) Smith

WINNER OF THE 2023 GRATEFUL AMERICAN BOOK PRIZE FOR BEST YOUNG ADULT HISTORICAL FICTION!FINALIST FOR THE NORTHERN CALIFORNIA BOOK AWARD!Mattie and the Machine is a fictionalized yet historically accurate account of Margaret E. Knight’s fight to obtain recognition as a 19th century female inventor (she would eventually be inducted into the National Inventors Hall of Fame in 2006). This entertaining tale is filled with romance, competition, and treachery, and features a feisty and brilliant female heroine who excels in STEM-related tasks.In 1868 New England, fifteen-year-old Mattie is a mechanic in Columbia Paper’s all-female bag division. With paper bag sales booming after the Civil War, her boss expands the division by hiring men from his old Army regiment, including the mechanic Frank. Sparks instantly fly between Mattie and Frank, and their budding romance has her walking on air—until she discovers Frank’s pay is higher than hers. In fact, all the men receive thirty percent more than their female counterparts. The boss’s rationale? Men are inherently better with machines.Determined to prove him wrong, Mattie proposes a bet: If she can build a machine that fully automates their paper-bag-making process, the women will receive equal pay. If she fails, she’ll resign as mechanic. ... Unknown localization key: "more"

Objev podobné jako Mattie and the Machine - Lynn Ng Quezon

Examines the role that machines play in the struggle between “spiritual man” and “mechanical man” throughout the ages• Explores how we naturally project consciousness onto machines and how this is reflected in human culture, science, artificial intelligence, and literature • Demonstrates a direct connection between consciousness and the history of machines in American history • Looks at the contributions and influence of Grace Hopper, Richard Feynman, Philip K. Dick, Nikola Tesla, Thomas Edison, Elon Musk, David Bohm, Norbert Wiener, and Steve Jobs as well as the Nag Hammadi Gnostic gospels Humans invented and constructed machines to aid them as far back as the Stone Age. As the machines became more complex, they became extensions of the body and mind, and we naturally began projecting consciousness onto them. As Luke Lafitte shows in detail, although machines complicate the already complicated issue of identity, because they are “ours” and “of us,” they are part of our spiritual development. In this sweeping exploration of the history of the machine as a tool, as a transpersonal object to assist human activity, and as a transitional artifact between spirits and the humans who interact with them, Lafitte examines the role that machines play in the ... Unknown localization key: "more"

Objev podobné jako Machine Intelligence and the Imaginal Realm - Luke Lafitte

A single-volume reference on data science techniques for evaluating and solving business problems using Applied Machine Learning (ML). Applied Machine Learning for Data Science Practitioners offers a practical, step-by-step guide to building end-to-end ML solutions for real-world business challenges, empowering data science practitioners to make informed decisions and select the right techniques for any use case. Unlike many data science books that focus on popular algorithms and coding, this book takes a holistic approach. It equips you with the knowledge to evaluate a range of techniques and algorithms. The book balances theoretical concepts with practical examples to illustrate key concepts, derive insights, and demonstrate applications. In addition to code snippets and reviewing output, the book provides guidance on interpreting results. This book is an essential resource if you are looking to elevate your understanding of ML and your technical capabilities, combining theoretical and practical coding examples. A basic understanding of using data to solve business problems, high school-level math and statistics, and basic Python coding skills are assumed. Written by a recognized data science expert, Applied Machine Learning for Data Science Practitioners covers essential topics, including: Data Science Fundamentals that provide you with an overview of core concepts, laying the ... Unknown localization key: "more"

Objev podobné jako Applied Machine Learning for Data Science Practitioners - Vidya Subramanian

An introduction to the manufacturing industry Essential Manufacturing provides a comprehensive introduction to the wide breadth of the manufacturing industry. There is a need for all engineering and business students to understand the importance and context of the manufacturing industry.

Objev podobné jako Essential Manufacturing - Gordon Mair

''I can''t think of a finer chef to have written a book on nutrition and diet for athletes'' – Tom Kerridge''Top meals from the Michelin-starred chef who is also a champion athlete... Catnip for the style-obsessed, Rapha-wearing aficionado'' – The Times‘Alan’s food is simple, yet tasty and powerful. He’s been a key component for my training and racing.’ - Alex Dowsett, World Tour rider, former World Hour Record Holder and national champion''Alan has completely changed my perception of what an athlete’s diet can look like.’ - Elinor Barker, multiple world champion and Olympic gold medallistA must-have recipe book designed for cyclists of all levels, written by Alan Murchison – a Michelin-starred chef and champion athlete who now cooks for elite athletes.As a cyclist, you can have the most amazing diet, but if that isn’t balanced with the right training load, you can still end up piling on the pounds, which will slow you down. Michelin-starred chef and leading sports nutritionist Alan Murchison reveals how you can enjoy delicious, nutritionally balanced food and achieve sustainable long-term weight loss whilst positively impacting your cycling performance.A follow-up to Alan’s award-winning The Cycling Chef, this is flavoursome food to get you lean and make ... Unknown localization key: "more"

Objev podobné jako The Cycling Chef: Recipes for Getting Lean and Fuelling the Machine - Alan Murchison

This book is a comprehensive guide suitable for beginners and experienced developers alike. It teaches readers how to master object-oriented programming (OOP) with Python and use it in real-world applications.Start by solidifying your OOP foundation with clear explanations of core concepts like use cases and class diagrams. This book goes beyond theory as you get practical examples with well-documented source code available in the book and on GitHub.This book doesn''t stop at the basics. Explore how OOP empowers fields like data persistence, graphical user interfaces (GUIs), machine learning, and data science, including social media analysis. Learn about machine learning algorithms for classification, regression, and unsupervised learning, putting you at the forefront of AI innovation.Each chapter is designed for hands-on learning. You''ll solidify your understanding with case studies, exercises, and projects that apply your newfound knowledge to real-world scenarios. The progressive structure ensures mastery, with each chapter building on the previous one, reinforced by exercises and projects.Numerous code examples and access to the source code enhance your learning experience. This book is your one-stop shop for mastering OOP with Python and venturing into the exciting world of machine learning and data science.

Objev podobné jako The Object-Oriented Approach to Problem Solving and Machine Learning with Python - Maha Hadid, Sujith Samuel Mathew, Shahbano Farooq, Mohammad Amin K

A new selection of E. M. Forster's exquisite short stories, now in the beautifully designed Penguin English Library Series'We created the Machine, to do our will, but we cannot make it do our will now.It has robbed us of the sense of space and of the sense of touch, it has blurred every human relation and narrowed down love to a carnal act, it has paralyzed our bodies and our wills, and now it compels us to worship it.'Like his much-loved novels, E. M. Forster's short stories are rich in irony and alive with sharp observations on the surprises life holds.Telling tales of violent events, discomforting coincidences, and other disruptive happenings, his sharp and vivid prose has the ability to throw the characters', and reader's, perceptions and beliefs off balance. Selected to appeal to a new generation of readers around the world, this new selection of short stories in the Penguin English Library series celebrates E. M.Forster's unparalleled skill for storytelling, beginning with his masterful work of science fiction, The Machine Stops.

Objev podobné jako The Machine Stops and Other Stories - Edward M. Forster

The Routledge Companion to Media and Human Rights offers a comprehensive and contemporary survey of the key themes, approaches and debates in the field of media and human rights.The Companion is the first collection to bring together two distinct ways of thinking about human rights and media, including scholarship that examines media as a human right alongside that which looks at media coverage of human rights issues. This international collection of 49 newly written pieces thus provides a unique overview of current research in the field, while also providing historical context to help students and scholars appreciate how such developments depart from past practices.The volume examines the universal principals of freedom of expression, legal instruments, the right to know, media as a human right, and the role of media organisations and journalistic work. It is organised thematically in five parts:Communication, Expression and Human RightsMedia Performance and Human Rights: Political ProcessesMedia Performance and Human Rights: News and JournalismDigital Activism, Witnessing and Human RightsMedia Representation of Human Rights: Cultural, Social and Political.Individual essays cover an array of topics, including mass-surveillance, LGBT advocacy, press law, freedom of information and children’s rights in the digital age. With contributions from both leading scholars and emerging ... Unknown localization key: "more"

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This textbook is an introductory guide to applied machine learning, specifically for biology students. It familiarizes biology students with the basics of modern computer science and mathematics and emphasizes the real-world applications of these subjects. The chapters give an overview of computer systems and programming languages to establish a basic understanding of the important concepts in computer systems. Readers are introduced to machine learning and artificial intelligence in the field of bioinformatics, connecting these applications to systems biology, biological data analysis and predictions, and healthcare diagnosis and treatment. This book offers a necessary foundation for more advanced computer-based technologies used in biology, employing case studies, real-world issues, and various examples to guide the reader from the basic prerequisites to machine learning and its applications.

Objev podobné jako A Guide to Applied Machine Learning for Biologists

Smart cities are cities which use different types of electronic methods and sensors to collect data. The gathered information and data is then used to manage assets, resources and services efficiently to improve the operations across the city. This book provides a new insight for the current issues and opportunities in smart cities and related concepts in the next generation of urban evolution. The smart cities of tomorrow engage locals, visitors, governments and businesses in the intelligent, collaborative and connected ecosystem. To this end, the goal of this book is to provide better understanding of city services but also enhancing and evaluating the local and visitor experience and city decision-making processes by creating livable environments and business solutions. With international contributions from well-respected and international academics, it brings state-of-art knowledge on marketing management (and related areas e.g., urban studies) from a new modern perspective within the smart cities. Via academic research and international case studies, it discusses issues such as:•Smart tourists in smart cities•The evolution of the smart city•Smart trends in the tourism and hospitality industry•Smart sports in smart cities•Creating a smart tourist destinations•What does it mean for the locals – the smart city as a proposal to improve the ... Unknown localization key: "more"

Objev podobné jako Smart Cities and Tourism

Maximise student engagement and understanding of matrix methods in data-driven applications with this modern teaching package. Students are introduced to matrices in two preliminary chapters, before progressing to advanced topics such as the nuclear norm, proximal operators and convex optimization. Highlighted applications include low-rank approximation, matrix completion, subspace learning, logistic regression for binary classification, robust PCA, dimensionality reduction and Procrustes problems. Extensively classroom-tested, the book includes over 200 multiple-choice questions suitable for in-class interactive learning or quizzes, as well as homework exercises (with solutions available for instructors). It encourages active learning with engaging ''explore'' questions, with answers at the back of each chapter, and Julia code examples to demonstrate how the mathematics is actually used in practice. A suite of computational notebooks offers a hands-on learning experience for students. This is a perfect textbook for upper-level undergraduates and first-year graduate students who have taken a prior course in linear algebra basics.

Objev podobné jako Linear Algebra for Data Science, Machine Learning, and Signal Processing - Jeffrey A. Fessler, Raj Rao Nadakuditi

Data assimilation is a hugely important mathematical technique, relevant in fields as diverse as geophysics, data science, and neuroscience. This modern book provides an authoritative treatment of the field as it relates to several scientific disciplines, with a particular emphasis on recent developments from machine learning and its role in the optimisation of data assimilation. Underlying theory from statistical physics, such as path integrals and Monte Carlo methods, are developed in the text as a basis for data assimilation, and the author then explores examples from current multidisciplinary research such as the modelling of shallow water systems, ocean dynamics, and neuronal dynamics in the avian brain. The theory of data assimilation and machine learning is introduced in an accessible and unified manner, and the book is suitable for undergraduate and graduate students from science and engineering without specialized experience of statistical physics.

Objev podobné jako The Statistical Physics of Data Assimilation and Machine Learning - Henry D. I. Abarbanel

Most of the struggles for equitable schooling, including multicultural curricula and culturally responsive teaching, have largely taken place on a local or national stage, with little awareness of how international human rights standards might support these struggles. Human Rights and Schooling explores the potential of human rights frameworks to support grassroots struggles for justice and examines the impact that human rights and child rights education can make in the lives of students, including the most marginalized. The author, Audrey Osler, examines the theory, research, and practice linking human rights to education in order to broaden the concept of citizenship and social studies education. Bringing scholarship and practice together, the text uses concrete examples to illustrate the links between principles and ideals and actual efforts to realize social justice in and through education. Osler anchors her examination of human rights in the U.N Convention on the Rights of the Child, as well as the U.N. Declaration on Human Rights Education and Training. Book Features: Supports teachers in their everyday struggles for social justice. Contributes to theory and practice in human rights education. Advocates for greater international solidarity and cooperation in multicultural education. Explores how the concept of child rights can strengthen ... Unknown localization key: "more"

Objev podobné jako Human Rights and Schooling - Audrey Osler

The first edition of Handbook of Human Factors and Ergonomics in Health Care and Patient Safety took the medical and ergonomics communities by storm with in-depth coverage of human factors and ergonomics research, concepts, theories, models, methods, and interventions and how they can be applied in health care. Other books focus on particular human factors and ergonomics issues such as human error or design of medical devices or a specific application such as emergency medicine. This book draws on both areas to provide a compendium of human factors and ergonomics issues relevant to health care and patient safety.The second edition takes a more practical approach with coverage of methods, interventions, and applications and a greater range of domains such as medication safety, surgery, anesthesia, and infection prevention. New topics include: work scheduleserror recoverytelemedicineworkflow analysissimulationhealth information technology development and designpatient safety managementReflecting developments and advances in the five years since the first edition, the book explores medical technology and telemedicine and puts a special emphasis on the contributions of human factors and ergonomics to the improvement of patient safety and quality of care. In order to take patient safety to the next level, collaboration between human factors professionals and health care ... Unknown localization key: "more"

Objev podobné jako Handbook of Human Factors and Ergonomics in Health Care and Patient Safety

"Cathy Riessman is the leading figure in narrative research and her new book is a delight. Covering basic issues of transcription and research credibility as well as visual data and engagingly written, it is a goldmine for students and researchers alike. If we want to make narrative research serious and revealing, it is to this book that we should turn."                      —David Silverman, Professor Emeritus, Goldsmiths′ College, University of London "Narrative Methods for the Human Sciences provides an accessible framework for researchers — to analyse narrative texts with confidence, empathy, and humility.—NARRATIVE INQUIRY"This is a terrific book. Cathy Riessman has an encyclopedic knowledge of this field and of the participants in it. This breadth and depth of knowledge is abundantly clear throughout the book." —Susan Bell, Bowdoin College"This book has been a great source of inspiration to me and my students, not only for its methodological clarity, but also for the spirit of social activism it engenders." —Ian Baptiste, The Pennsylvania State University"Narrative Methods for the Human Sciences is an essential starting point for both students and experienced researchers interested ... Unknown localization key: "more"

Objev podobné jako Narrative Methods for the Human Sciences - Catherine Kohler Riessman

Business and Human Rights Law is a rapidly growing area of law, which has dramatically transformed many parts of international law. In this new volume in the Elements series, Robert McCorquodale explores how the responsibility for human rights abuses has transitioned from a purely state obligation to also being the responsibility of businesses. Business responsibility for human rights impacts have become subject both to legislation and to court decisions whenever their activities lead to human rights abuses anywhere in the world.This book shows the importance of the UN Guiding Principles on Business and Human Rights in these developments, and examines their influence on international, regional, and national law. It also analyses the changes on state obligations to protect human rights, on the corporate responsibility for human rights abuses, and on effective access to remedies for those adversely affected by business activities. Each of these shifts has consequences on core tenets of international law, such as sovereignty and jurisdiction, and has implications for crafting new international law in areas such as climate change and technology.Robert McCorquodale brings his decades of experience in scholarship and legal practice in business and human rights law, as well as his extensive engagement with businesses, governments, ... Unknown localization key: "more"

Objev podobné jako Business and Human Rights - Robert McCorquodale

In a global economy, multinational companies often operate in jurisdictions where governments are either unable or unwilling to uphold even the basic human rights of their citizens. The expectation that companies respect human rights in their own operations and in their business relationships is now a business reality that corporations need to respond to. Business and Human Rights: From Principles to Practice is the first comprehensive and interdisciplinary textbook that addresses these issues. It examines the regulatory framework that grounds the business and human rights debate and highlights the business and legal challenges faced by companies and stakeholders in improving respect for human rights, exploring such topics as:the regulatory framework that grounds the business and human rights debatechallenges faced by companies and stakeholders in improving human rights industry-specific human rights standardscurrent mechanisms to hold corporations to accountfuture challenges for business and human rightsWith supporting case studies throughout, this text provides an overview of current themes in the field and guidance on practical implementation, demonstrating that a thorough understanding of the human rights challenges faced by business is now vital in any business context.

Objev podobné jako Business and Human Rights - Dorothee Baumann-Pauly, Justine Nolan

The Routledge Companion to Music and Human Rights is a collection of case studies spanning a wide range of concerns about music and human rights in response to intensifying challenges to the well-being of individuals, peoples, and the planet. It brings forward the expertise of academic researchers, lawyers, human rights practitioners, and performing musicians who offer critical reflection on how their work might identify, inform, or advance mutual interests in their respective fields. The book is comprised of 28 chapters, interspersed with 23 ‘voices’ – portraits that focus on individuals’ intimate experiences with music in the defence or advancement of human rights – and explores the following four themes: 1) Fundamentals on music and human rights; 2) Music in pursuit of human rights; 3) Music as a means of violating human rights; 4) Human rights and music: intrinsic resonances.

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This volume addresses the issue of linear constraints in regression modeling. Author Roger A. Wojtkiewicz uses the method of knotted spline variables (also known as piecewise linear regression) and a new method involving group spline variables to model nonlinearity in a variety of situations. Using spline variables to model nonlinearity allows researchers to specify unrestricted models for models that involve interval variables, allowing for greater flexibility in modeling any possible interaction.

Objev podobné jako Modeling Nonlinearity and Interaction in Regression Analysis Using Spline Variables - Roger A. Wojtkiewicz

Senzor teploty, v češtině, angličtině, ovládání pomocí mobilní aplikace Tesla Smart Sensor Temperature and HumidityOblíbili jste si vymoženosti chytrých domácností? S pohybovým čidlem Tesla Smart Sensor Temperature and Humidity ji zase můžete posunout o kousek dál. Senzor neustále hlídá teplotu a vlhkost ve vaší domácnosti, upozorňuje na změny a navrhuje řešení podle vámi nakonfigurovaného nastavení. Tesla Smart Sensor je součástí sítě přístrojů chytré domácnosti propojených technologií ZigBee. Správa probíhá prostřednictvím aplikace Tesla Smart v telefonu Android nebo iOS. Navíc funguje i ovládání hlasem osobními asistenty Google Home a Amazon Alexa. Tesla Smart Sensor vydrží fungovat až dva roky na jednu baterii.Klíčové vlastnosti senzoru Tesla Smart Sensor Temperature and HumiditySenzor Tesla Smart pro měření teploty a vlhkostiAutomatické upozornění na změnySoučást chytré domácnosti propojené technologií ZigBeeRozsah provozní teploty -10–50 °CTesla...

Objev podobné jako Tesla Smart Sensor Temperature and Humidity (TSL-SEN-TAH)

Oxford Smart Quest Teacher Book 2 helps teachers to deliver an inspiring and diverse KS3 English curriculum with confidence. Building on what students have learned at KS2 and supporting them to progress to GCSE and beyond, this teacher book ensures that all students will develop the skills and knowledge they need to succeed.Informed by up-to-date research, the teacher book provides in-depth chapter and unit guidance for Oxford Smart Quest Student Book 2. It also includes a wealth of support to help develop independent and curious learners, including practical suggestions for embedding metacognitive strategies into English lessons, guidance on integrating hinterland knowledge into each unit, and suggestions for further reading to boost students' cultural capital.Oxford Smart: Quest Teacher Book 2 is part of the Oxford Smart Curriculum Service, a new evidence-informed curriculum that brings together educational research, data and insight, assessment and high-quality teaching resources.

Objev podobné jako Oxford Smart Quest English Language and Literature Teacher Book 2 - Lance Hanson, Sarah Eggleton

Oxford Smart Quest Teacher Book 1 helps teachers to deliver an inspiring and diverse KS3 English curriculum with confidence. Building on what students have learned at KS2 and supporting them to progress to GCSE and beyond, this teacher book ensures that all students will develop the skills and knowledge they need to succeed.Informed by up-to-date research, the teacher book provides in-depth chapter and unit guidance for Oxford Smart Quest Student Book 1. It also includes a wealth of support to help develop independent and curious learners, including practical suggestions for embedding metacognitive strategies into English lessons, guidance on integrating hinterland knowledge into each unit, and suggestions for further reading to boost students'' cultural capital.Oxford Smart Quest Teacher Book 1 is part of the Oxford Smart Curriculum Service, a new evidence-informed curriculum that brings together educational research, data and insight, assessment and high-quality teaching resources.

Objev podobné jako Oxford Smart Quest English Language and Literature Teacher Book 1 - Helen Backhouse, Jenny Roberts, Jane Branson

Explore how the future of human work enhanced by machines will open the door to a new golden age of innovation, discovery, operational efficiency and opportunity.

Objev podobné jako Human/Machine - Olivier Blanchard, Daniel Newman

The Leader’s Guide to Collaboration is your practical toolkit to be more successful at work through effectively delivering outcomes with others. Featuring a 3-step framework (Purpose – Process – Relationships) to encourage better collaboration, you’ll be able to lead a high-performing team. Find practical tools for leaders and teams to boost collaboration and teamwork. Use the team questionnaire to better understand the dynamics of your team. Discover the benefits and risks of collaboration – how to collaborate effectively, but also the dangers of over-collaboration. Understand how to flex behaviours and have courageous conversations so you and your team can flourish. As a leader, you’ll be able to build the skills, mindset and attitude for better collaboration with you and your team.

Objev podobné jako The Leader's Guide to Collaboration - Mike Brent, Guy Lubitsh

The unprecedented events of 2020 exposed many of the hidden flaws in the healthcare system that harm not only patients but also healthcare employees and their well-being. Anti-racism movements demanded that healthcare organizations reframe their diversity and inclusion initiatives. The COVID-19 pandemic forced systems to respond to worker strain, stress, and burnout. These events and others have reinforced the need for a dynamic and constantly evolving approach to human resources in healthcare. Human Resources in Healthcare: Managing for Success addresses the key realities and trends in healthcare human relations. The topics explored provide readers with a solid foundation for working effectively with people in healthcare organizations. The book’s aim is to equip managers with the conflict management and problem-solving skills necessary to apply sound human resources policies. This fifth edition includes three new chapters based on recent developments. One explores burnout and worker well-being in the changing healthcare landscape and in the face of a pandemic. Another focuses on diversity, inclusion, and belonging, offering problem-based cases and a tool for diversity strategy development. The third addresses worker retention, as millennials and Generation Z become a larger share of the workforce. Other changes in this edition include: updates on the increasing ... Unknown localization key: "more"

Objev podobné jako Human Resources in Healthcare: Managing for Success, Fifth Edition

Looking at two of the key paradigms of the post-Cold War era–national sovereignty, and human rights – this book examines the possibilities for their reconciliation from a global perspective. The real or imagined fear of a flood of immigrants has caused and fuelled the surge of an amalgam of populist political forces, anti-immigrant movements, and exclusionist nationalism in many developed countries. In the last decade, we have witnessed the emergence of two phenomena in the political and legal spheres. On the one hand, there are liberal globalists asking for respect and the protection of the basic human rights of migrants and asylum seekers and arguing for their civic and social integration into host societies. On the other hand, there are growing calls for a tougher stance on immigration, and powerful populist politicians and governments have emerged in many developed countries. How can the idea of universal human rights survive exclusionist nationalism that uses a populist, unscrupulous approach to its advantage? The contributors to this book explore the meaning of, and possible solutions to, this dilemma using a wide range of approaches and seek appropriate ways of dealing with these normative predicaments shared by many developed societies. Scholars and students of ... Unknown localization key: "more"

Objev podobné jako Can Human Rights and National Sovereignty Coexist?

Looking at two of the key paradigms of the post-Cold War era–national sovereignty, and human rights – this book examines the possibilities for their reconciliation from a global perspective. The real or imagined fear of a flood of immigrants has caused and fuelled the surge of an amalgam of populist political forces, anti-immigrant movements, and exclusionist nationalism in many developed countries. In the last decade, we have witnessed the emergence of two phenomena in the political and legal spheres. On the one hand, there are liberal globalists asking for respect and the protection of the basic human rights of migrants and asylum seekers and arguing for their civic and social integration into host societies. On the other hand, there are growing calls for a tougher stance on immigration, and powerful populist politicians and governments have emerged in many developed countries. How can the idea of universal human rights survive exclusionist nationalism that uses a populist, unscrupulous approach to its advantage? The contributors to this book explore the meaning of, and possible solutions to, this dilemma using a wide range of approaches and seek appropriate ways of dealing with these normative predicaments shared by many developed societies. Scholars and students of ... Unknown localization key: "more"

Objev podobné jako Can Human Rights and National Sovereignty Coexist?