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Machine Learning for Managers

Machine Learning for Managers

Machine learning can help managers make better predictions automate complex tasks and improve business operations. Managers who are familiar with machine learning are better placed to navigate the increasingly digital world we live in. There is a view that machine learning is a highly technical subject that can only be understood by specialists. However many of the ideas that underpin machine learning are straightforward and accessible to anyone with a bit of curiosity. This book is for managers who want to understand what machine learning is about but who lack a technical background in computer science statistics or math. The book describes in plain language what machine learning is and how it works. In addition it explains how to manage machine learning projects within an organization. This book should appeal to anyone that wants to learn more about using machine learning to drive value in real-world organizations. | Machine Learning for Managers

GBP 29.99
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Machine Learning in Translation

Machine Learning in Translation

Machine Learning in Translation introduces machine learning (ML) theories and technologies that are most relevant to translation processes approaching the topic from a human perspective and emphasizing that ML and ML-driven technologies are tools for humans. Providing an exploration of the common ground between human and machine learning and of the nature of translation that leverages this new dimension this book helps linguists translators and localizers better find their added value in a ML-driven translation environment. Part One explores how humans and machines approach the problem of translation in their own particular ways in terms of word embeddings chunking of larger meaning units and prediction in translation based upon the broader context. Part Two introduces key tasks including machine translation translation quality assessment and quality estimation and other Natural Language Processing (NLP) tasks in translation. Part Three focuses on the role of data in both human and machine learning processes. It proposes that a translator’s unique value lies in the capability to create manage and leverage language data in different ML tasks in the translation process. It outlines new knowledge and skills that need to be incorporated into traditional translation education in the machine learning era. The book concludes with a discussion of human-centered machine learning in translation stressing the need to empower translators with ML knowledge through communication with ML users developers and programmers and with opportunities for continuous learning. This accessible guide is designed for current and future users of ML technologies in localization workflows including students on courses in translation and localization language technology and related areas. It supports the professional development of translation practitioners so that they can fully utilize ML technologies and design their own human-centered ML-driven translation workflows and NLP tasks.

GBP 34.99
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Machine Learning and Music Generation

Machine Learning and Music Generation

Computational approaches to music composition and style imitation have engaged musicians music scholars and computer scientists since the early days of computing. Music generation research has generally employed one of two strategies: knowledge-based methods that model style through explicitly formalized rules and data mining methods that apply machine learning to induce statistical models of musical style. The five chapters in this book illustrate the range of tasks and design choices in current music generation research applying machine learning techniques and highlighting recurring research issues such as training data music representation candidate generation and evaluation. The contributions focus on different aspects of modeling and generating music including melody chord sequences ornamentation and dynamics. Models are induced from audio data or symbolic data. This book was originally published as a special issue of the Journal of Mathematics and Music. | Machine Learning and Music Generation

GBP 39.99
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The Humanitarian Machine Reflections from Practice

The Humanitarian Machine Reflections from Practice

As the world reels from the impact of a global pandemic and increasing intensity of climate-caused hazards the humanitarian sector has never been more relevant. But providing aid to those affected by disasters and crises is more complex than ever. In The Humanitarian Machine aid workers reflect on their own experiences of working in crisis. As they write about their work and the ways in which they each approach the challenges of helping people they comment on some of the most vexing issues facing the humanitarian sector. Each speaks from their own perspective asking tough questions sharing thoughtful reflections about their ongoing work and unpacking what it really means to be a humanitarian worker. The stories they tell whether recounting a specific experience or reflecting on years of practice reveal the dilemmas they face and demystify the overly romanticized aura that sometimes surrounds humanitarian practice. Complementing the candid accounts that humanitarian leaders contribute in this book the editors examine how their stories perceptions and understandings align with similar conversations that take place in other settings. Viewed together in this way the insights and reflections provided in this book will be invaluable for humanitarian practitioners students and researchers alike. | The Humanitarian Machine Reflections from Practice

GBP 32.99
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Computer A History of the Information Machine

Computer A History of the Information Machine

Computer: A History of the Information Machine traces the history of the computer and its unlimited information-processing potential. Comprehensive and accessibly written this fully updated fourth edition adds new chapters on the globalization of information technology the rise of social media fake news and the gig economy and the regulatory frameworks being put in place to tame the ubiquitous computer. Computer is an insightful look at the pace of technological advancement and the seamless way computers are integrated into the modern world. The authors examine the history of the computer including the first steps taken by Charles Babbage in the nineteenth century and how wartime needs and the development of electronics led to the giant ENIAC the first electronic computer. For a generation IBM dominated the computer industry. In the 1980s the desktop PC liberated people from room-sized mainframe computers. Next laptops and smartphones made computers available to half of the world’s population leading to the rise of Google and Facebook and powerful apps that changed the way we work consume learn and socialize. The volume is an essential resource for scholars and those studying computer history technology history and information and society as well as a range of courses in the fields of computer science communications sociology and management. | Computer A History of the Information Machine

GBP 32.99
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Regional Innovation Potential: The Case of the U.S. Machine Tool Industry

Regional Innovation Potential: The Case of the U.S. Machine Tool Industry

This title was first published in 2000: Steven Nivin analyzes a process vital to economic development - technological change. He furthers understanding of the processes driving innovation so that we may gain a deeper insight into the development of economies. Specifically the study explores the concept of innovation potential and the factors that result in variations in innovation potential across metropolitan areas using the US machine tool industry as a case study. To provide a comparison the same models are also estimated for the semiconductor industry. The findings indicate that urbanisation economies localization economies human capital universities and invention-derived knowledge are significant factors. The study assesses the contributions of three different skill levels of human capital; college-educated graduate degree and locally produced PhD’s in mechanical and electrical engineering. Only the graduate and PhD degree measures are found to be significant indicating the importance of having a highly skilled pool of labour within the region. The influences of the factors appear to be similar across industries with some slight differences. The transfer of knowledge through patents is also studied. It is found that the transmission of this knowledge is slower between different industries relative to the transmission within the same industry. | Regional Innovation Potential: The Case of the U. S. Machine Tool Industry

GBP 21.99
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Analysing English-Arabic Machine Translation Google Translate Microsoft Translator and Sakhr

Analysing English-Arabic Machine Translation Google Translate Microsoft Translator and Sakhr

Machine Translation (MT) has become widely used throughout the world as a medium of communication between those who live in different countries and speak different languages. However translation between distant languages constitutes a challenge for machines. Therefore translation evaluation is poised to play a significant role in the process of designing and developing effective MT systems. This book evaluates three prominent MT systems including Google Translate Microsoft Translator and Sakhr each of which provides translation between English and Arabic. In the book Almahasees scrutinizes the capacity of the three systems in dealing with translation between English and Arabic in a large corpus taken from various domains including the United Nation (UN) the World Health Organization (WHO) the Arab League Petra News Agency reports and two literary texts: The Old Man and the Sea and The Prophet. The evaluation covers holistic analysis to assess the output of the three systems in terms of Translation Automation User Society (TAUS) adequacy and fluency scales. The text also looks at error analysis to evaluate the systems’ output in terms of orthography lexis grammar and semantics at the entire-text level and in terms of lexis grammar and semantics at the collocation level. The research findings contained within this volume provide important feedback about the capabilities of the three MT systems with respect to EnglishArabic translation and paves the way for further research on such an important topic. This book will be of interest to scholars and students of translation studies and translation technology. | Analysing English-Arabic Machine Translation Google Translate Microsoft Translator and Sakhr

GBP 38.99
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Biodiversity Genetic Resources and Intellectual Property Developments in Access and Benefit Sharing

Biodiversity Genetic Resources and Intellectual Property Developments in Access and Benefit Sharing

Debates about Access and Benefit Sharing (ABS) have moved on in recent years. An initial focus on the legal obligations established by international agreements like the United Nations Convention on Biological Diversity and the form of obligations for collecting physical biological materials have now moved to a far more complex series of disputes and challenges about the ways ABS should be implemented and enforced: repatriation of resources technology transfer traditional knowledge and cultural expressions; open access to information and knowledge naming conventions farmers’ rights new schemes for accessing pandemic viruses and sharing DNA sequences and so on. Unfortunately most of this debate is now crystallised into apparently intractable discussions such as implementing the certificates of origin recognising traditional knowledge and traditional cultural expression as a form of intellectual property and sovereignty for Indigenous peoples. Not everything in this new marketplace of ABS has been created de novo. Like most new entrants ABS has disrupted existing legal and governance arrangements. This collection of chapters examines what is new what has been changed and what might be changed in response to the growing acceptance and prevalence of ABS of genetic resources. Biodiversity Genetic Resources and Intellectual Property: Developments in Access and Benefit Sharing of Genetic Resources addresses current issues arising from recent developments in the enduring and topical debates about managing genetic resources through the ABS regime. The book explores key historical doctrinal and theoretical issues in the field at the same time developing new ideas and perspectives around ABS. It shows the latest state of knowledge and will be of interest to researchers academics policymakers and students in the fields of intellectual property governance biodiversity and conservation sustainable development and agriculture. | Biodiversity Genetic Resources and Intellectual Property Developments in Access and Benefit Sharing

GBP 38.99
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The Industrialization of Intelligence Mind and Machine in the Modern Age

The Industrialization of Intelligence Mind and Machine in the Modern Age

Originally published in 1989 The Industrialization of Intelligence is a spirited blend of the principles of social science and computer technology. Critically praised in the United States and England by leading lights both literary and technological it develops an original and provocative model of the interplay between computer systems and social systems. Noah Kennedy has composed a compelling story from key episodes in the development of the computer and coupled it with a probing analysis of the true role of automation in modem society. The result firmly plants computer technology in the soil of western culture and denies the shrill claims that the information age represents a sudden break with the historical past. He starts with biographical vignettes from the lives of five pivotal thinkers weaving their crucial insights into the larger fabric of contemporary and future society. He then gives a provocative forecast of the role of artificial intelligence in future society and examines the probable impact of new computer technologies on employment and on the relationships between nations. The result is a reasoned understanding of our imminent future through a thoughtful analysis of our historical past. | The Industrialization of Intelligence Mind and Machine in the Modern Age

GBP 31.99
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Mobilizing U.S. Industry A Vanishing Option For National Security?

Mobilizing U.S. Industry A Vanishing Option For National Security?

Originally published in 1988 this volume outlines the need for a series of organisational reforms new studies and committees to focus attention on mobilization issues and to provide an administrative framework for enhancing the mobilization base. The authors point out that mobilization is becoming a more viable US national security option. Case studies are used around raw materials of petroleum ferroalloys machine tools and semi-conductors which highlight common problems of diminishing domestic market share and growing reliance on foreign sector capacity declining profits research and development expense a decline of skilled labour and economic decline in subsector industries. | Mobilizing U. S. Industry A Vanishing Option For National Security?

GBP 36.99
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Laboratory Manual for Strength and Conditioning

Laboratory Manual for Strength and Conditioning

The Laboratory Manual for Strength and Conditioning is a comprehensive text that provides students with meaningful lab experiences in the area of strength and conditioning and applied sport science. While each lab may be conducted in a sophisticated laboratory there are opportunities to conduct the labs in a gym or field environment without costly equipment. It is a useful resource as students prepare for a career as a strength and conditioning coach athletic trainer physical therapist or personal trainer. The Laboratory Manual for Strength and Conditioning is designed to be a practical guide for training students and professionals in the skills to be applied to strength and conditioning. The labs cover seven major aspects of strength and conditioning including speed power flexibility agility and fitness. The labs are practical and easy to follow with sample calculations data tables and worksheets to complete. Each includes suggested tasks/activities to apply the theory to real-world applications. Students will explore assessments of strength aerobic capacity power output speed change of direction and muscular endurance and gain understanding in the following areas: Definitions of commonly used terms within the area of exploration as well as commonly misused terms Assessing performance (i. e. power strength speed etc. ) Understanding laboratory- and field-based techniques for specific athlete populations Describing optimal methods for testing in all aspects of physical performance Evaluation of test results based upon sport and/or athlete normative data The lab manual is a valuable resource for strength coaches personal trainers kinesiology students and educators at the undergraduate and beginning graduate-level programs and can be used in a graduate strength and conditioning course.

GBP 32.99
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Research Methodologies for Business Management

Research Methodologies for Business Management

Most existing research methodologies texts take a more general approach or are edited books of previously published articles or chapters written by different authors. This book written by a business management scholar covers the fundamentals of business management research and its methodologies in a seamless unified manner. The book offers up-date methodologies and accessible explanations of the research process. It starts with advances in business management research methodology and gives a thorough overview on the different levels of analysis in the field. It builds upon the knowledge by examining both qualitative and quantitative research methodologies in the context of business management. It also goes over the use of machine learning and other technological advances like AI in research and data collection as well as how the United Nations sustainable development goals are being considered by researchers. This book will help business management students and junior researchers quickly build an essential base of knowledge and gain a strategic advantage in publishing and reviewing business related research. | Research Methodologies for Business Management

GBP 39.99
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Serious Games in Personalized Learning New Models for Design and Performance

Serious Games in Personalized Learning New Models for Design and Performance

Serious Games in Personalized Learning investigates game-based teaching and learning at a time when learning and training systems are increasingly integrating serious games machine-learning artificial intelligence models and adaptive technologies. Game-based education provides rare data for measuring assessing and evaluating not just a game’s effectiveness but the acquisition of information and knowledge that a student may gain through playing a learning game. This book synthesizes contemporary research frameworks and models centered on the design and delivery of serious games that truly personalize the learning experience. Scholars of educational technology instructional design human performance and more will find a comprehensive guide to the history practical implications and data-collection potential inherent to these fast-evolving tools. | Serious Games in Personalized Learning New Models for Design and Performance

GBP 38.99
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Designed for Habitat New Directions for Habitat for Humanity

Designed for Habitat New Directions for Habitat for Humanity

Designed for Habitat: New Directions for Habitat for Humanity presents 12 new projects designed and built via collaborations between architects and Habitat for Humanity®. The ways in which we think about affordable housing are being challenged by designers and not-for-profit housing advocates such as Habitat for Humanity and its affiliates. The projects chronicled in this book consider home affordability through the lens of monthly homeownership expenses energy efficiency and residential energy use and issues of designed resilience to natural events ranging from aging and accessibility concerns to natural disasters and climate change. New to this edition the projects reflect new approaches to building scale construction technology energy and affordability and design and context. Illustrated with over 100 color images the case studies include detailed plans and photographs to show how these projects came about the strategies used by each team to approach the design and construction process and the obstacles they overcame to realize a successful outcome. The lessons and insights presented will be a valuable resource whether you’re an architect an architecture student a Habitat affiliate leader or an affordable housing advocate. | Designed for Habitat New Directions for Habitat for Humanity

GBP 31.99
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Corpus Linguistics for Pragmatics A guide for research

Corpus Linguistics for Pragmatics A guide for research

Corpus Linguistics for Pragmatics provides a practical and comprehensive introduction to the growing field of corpus pragmatics. Taking a hands-on approach to showcase the applications of corpora in the exploration of core topics within pragmatics this book: • covers six key areas of corpus-pragmatic research including speech acts deixis pragmatic markers evaluation conversational structure and multimodality; • demonstrates the use of freely-available corpora corpus interfaces and corpus analysis tools to conduct original pragmatic analyses; • is accompanied by an e-resource which hosts multimodal data sets for additional exercises. Featuring case studies and practical tasks within each chapter Corpus Linguistics for Pragmatics is an essential guide for students and researchers studying or conducting their own corpus-based research in pragmatics. | Corpus Linguistics for Pragmatics A guide for research

GBP 36.99
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Linguistics for Language Teachers Lessons for Classroom Practice

Linguistics for Language Teachers Lessons for Classroom Practice

This book is an accessible introduction to linguistics specifically tailored for teachers of second language/bilingual education. It guides teachers stepwise through the components of language focusing on the areas of linguistics that are most pertinent for teaching. Throughout the book there are opportunities to analyze linguistic data and discuss language-related issues in various educational and social contexts. Readers will be able to identify patterns in actual language use to inform their teaching and help learners advance to the next level. A highly readable account of how language works this book is an ideal text for teacher education courses. | Linguistics for Language Teachers Lessons for Classroom Practice

GBP 35.99
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Designing for Kids Creating for Playing Learning and Growing

Designing for Kids Creating for Playing Learning and Growing

Designers especially design students rarely have access to children or their worlds when creating products images experiences and environments for them. Therefore fine distinctions between age transitions and the day-to-day experiences of children are often overlooked. Designing for Kids brings together all a designer needs to know about developmental stages play patterns age transitions playtesting safety standards materials and the daily lives of kids providing a primer on the differences in designing for kids versus designing for adults. Research and interviews with designers social scientists and industry experts are included highlighting theories and terms used in the fields of design developmental psychology sociology cultural anthropology and education. This textbook includes more than 150 color images helpful discussion questions and clearly formatted chapters making it relevant to a wide range of readers. It is a useful tool for students in industrial design interaction design environmental design and graphic design with children as the main audience for their creations. | Designing for Kids Creating for Playing Learning and Growing

GBP 42.99
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Foundations for Performance Training Skills for the Actor-Dancer

Foundations for Performance Training Skills for the Actor-Dancer

Foundations for Performance Training: Skills for the Actor-Dancer explores the physical emotional theoretical and practical components of performance training in order to equip readers with the tools needed to successfully advance in their development as artists and entertainers. Each chapter provides a fresh perspective on subjects that students of acting and dance courses encounter throughout their training as performing artists. Topics include: Equity diversity and inclusion in performance Mind/body conditioning for training rehearsal and performance Developing stage presence and spatial awareness Cultivating motivation and intention in performance Expanding repertoire and broadening skillset for performance Auditioning for film and stage Developing theatrical productions This book also offers experiential exercises journal writing prompts and assignments to engage readers enrich their learning experience and deepen their exploration of the material described in each chapter. Readers will grow as performing artists as they analyze the principles of both acting and dance and discover how deeply the two art forms are intertwined. An excellent resource for students of acting musical theatre and dance courses Foundations for Performance Training encourages a strong foundation in creative analysis technique artistic expression and self-care to cultivate excellence in performance. | Foundations for Performance Training Skills for the Actor-Dancer

GBP 34.99
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Strategies for Differentiating Instruction Best Practices for the Classroom

Strategies for Differentiating Instruction Best Practices for the Classroom

This updated edition of Strategies for Differentiating Instruction offers practical approaches that allow all students to make continuous progress and be appropriately challenged by focusing on their various levels of knowledge and readiness to learn. Written in an accessible teacher-friendly style chapters explore methods to tier learning experiences so that all students’ unique learning needs are met. The new edition updates the strategies complete with student examples and provides Developing and Assessing Products (DAP) tools for a variety of products as reproducible appendices. Full of research-supported examples and designed specifically for teachers who are new to differentiated instruction this book offers vetted practical advice for preassessing students implementing differentiation strategies and managing and assessing student learning. This new edition is a must read for teachers seeking to master the essentials on how to differentiate instruction and address all students' needs interests and abilities. | Strategies for Differentiating Instruction Best Practices for the Classroom

GBP 22.99
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Reflective Practice for Professional Development A Guide for Teachers

Reflective Practice for Professional Development A Guide for Teachers

Reflective Practice for Professional Development provides an accessible introduction to the theory and practice of reflection. In ten concise chapters it explores how reflecting on experiences can be used for professional development and help progress knowledge and skills. Using scenarios questions and stories the reader is encouraged to apply the content to their own context demonstrating the importance of reflection in helping us to make sense as well as make the most of our professional experience. Exploring key themes such as the importance of criticality models of reflection and connections between thought language and actions it considers the ways in which reflection can widen perspectives generate deeper understanding of professional challenges and enhance creativity. Full of practical tools and approaches for enriching and recording reflections this insightful book aims to simplify reflective practice for teachers. It is an ideal guide for anyone who needs to build reflection into their practice or their studies. | Reflective Practice for Professional Development A Guide for Teachers

GBP 21.99
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Sewing Techniques for Theatre An Essential Guide for Beginners

Sewing Techniques for Theatre An Essential Guide for Beginners

Sewing Techniques for Theatre: An Essential Guide for Beginners distills the intimidating art of sewing down into simple quick and effective lessons to prepare readers for an entry-level position in a costume shop. The lessons follow an hour-by-hour structure offering detailed instructions to creating 11 sewing samples a scrub shirt and a tote bag. Embedded in the projects’ directions are lecture materials on safety irons fabric and patterns. With a wealth of hands-on exercises review questions photographs and step-by-step instructions for compiling a portfolio this guide teaches aspiring costume technicians about the culture and machinery of the costume shop and equips them with the necessary skills to begin their career as members of a costume shop team. | Sewing Techniques for Theatre An Essential Guide for Beginners

GBP 36.99
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Supervision for Occupational Therapy Practical Guidance for Supervisors and Supervisees

Supervision for Occupational Therapy Practical Guidance for Supervisors and Supervisees

Supervision for Occupational Therapy is a practical text that guides both supervisors and supervisees to make the most out of supervision opportunities. While supervision in occupational therapy is vital as a mechanism for public and professional safety learning how to do it successfully on-the-job can be a daunting prospect. By gathering stories from different professions sectors and parts of the world this book is a hands-on guide to help occupational therapists navigate the complexities of supervision throughout their careers. This book presents for the first time the 3Cs for Effective Supervision (Connections Content and Continuing development) which offers a platform for supervisors and supervisees to frame their supervision practices. The chapters discuss common models and theories for supervision ideas for how to structure relationships and sessions templates and question guides for enhancing conversations and practical strategies for dealing with common challenges. The book also considers the impact of workforce issues diverse populations and regional/rural/remote practice on supervision. Offering career-span advice and a process of self- and professional development to work through this book provides a way to scaffold and support supervisors' and supervisees' learning and practice of supervision throughout working life. It is an essential guide for all occupational therapists. The eResources for this book are available at www. Routledge. com/9780367552428 | Supervision for Occupational Therapy Practical Guidance for Supervisors and Supervisees

GBP 34.99
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Mental Skills for Athletes A Workbook for Competitive Success

Mental Skills for Athletes A Workbook for Competitive Success

Mental Skills for Athletes: A Workbook for Competitive Success is a step-by-step guide for developing a toolbox of mental skills. In this user-friendly workbook Dr. Betsy Shoenfelt compiles materials from over 35 years of experience as a performance psychologist working to achieve competitive excellence creating the go-to resource for athletes and coaches in any sport and at any level. The book includes succinct easily understood explanations of key mental skills based on the science of performance excellence. It discusses both cognitive and physical skills to ensure competitive success covering a range of topics including focus confidence resilience mindfulness motivation role clarity problem solving team values and strategic goal setting. Shoenfelt includes over 25 different exercises to ensure the reader can readily apply these skills across a variety of sports and across all levels of competition from high school to Olympic athletes. Worksheets encourage a hands-on approach and provide structure to guide the appropriate implementation of mental skills for each athlete. Examples of completed worksheets help demonstrate to the reader how to best utilize these resources. This book is essential for early career sport psychology practitioners across the globe as well as aspiring graduate students. The book is an invaluable resource for coaches and athletes at all levels. | Mental Skills for Athletes A Workbook for Competitive Success

GBP 28.99
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Scenario Planning for Climate Change A Guide for Strategists

Scenario Planning for Climate Change A Guide for Strategists

Winner of the 2020 Book Award for the Organizations and the Natural Environment (ONE) Division of the Academy of Management. Climate change and the resultant impact on resource management and societal wellbeing is one of the greatest challenges facing businesses and their long-term performance. Uncertainty about access to resources unanticipated weather events rapidly changing market conditions and potential social unrest is felt across all business and industry sectors. This book sets out an engaging step-by-step scenario-planning method that executives Board members managers and consultants can follow to develop a long-term strategy for climate change tailored for their business. Most climate change strategy books discuss climate mitigation only focusing on how companies engage with carbon policy new technologies markets and other stakeholders about reducing carbon emissions. This book explores these themes but also looks at strategizing for climate change adaptation. Adaptation is equally important especially given that companies cannot negotiate with nature. There is a need to interpret climate science for business in a way that acknowledges the realities of climate change and identifies a way forwards in responding to this uncertain future. | Scenario Planning for Climate Change A Guide for Strategists

GBP 31.99
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Scriptwriting for Web Series Writing for the Digital Age

Scriptwriting for Web Series Writing for the Digital Age

Scriptwriting for Web Series: Writing for the Digital Age offers aspiring writers a comprehensive how-to guide to scriptwriting for web series in the digital age. Containing in-depth advice on writing both short- and long-form webisodes as part of a series as well as standalone pieces it goes beyond the screenwriting process to discuss production promotion and copyright in order to offer a well-rounded guide to creating and distributing a successful web series. Written in a friendly readable and jargon-free style by an experienced scriptwriting professor and two award-winning web series creators it offers invaluable professional insights as well as examples from successful series sample scripts and interviews with key series creators writers and industry professionals. | Scriptwriting for Web Series Writing for the Digital Age

GBP 31.99
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