Download or read book Machine Learning in Industry written by Shubhabrata Datta and published by Springer Nature. This book was released on 2021-07-24 with total page 202 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers different machine learning techniques such as artificial neural network, support vector machine, rough set theory and deep learning. It points out the difference between the techniques and their suitability for specific applications. This book also describes different applications of machine learning techniques for industrial problems. The book includes several case studies, helping researchers in academia and industries aspiring to use machine learning for solving practical industrial problems.

Download or read book Human Specialization in Design and Technology written by Patricia A. Young and published by Routledge. This book was released on 2020-12-28 with total page 136 pages. Available in PDF, EPUB and Kindle. Book excerpt: Human Specialization in Design and Technology explores emerging trends in learning and training—standardization, personalization, customization, and specialization—with a unique focus on innovations specific to human needs and conditions. Analyzing evidence from current academic research as well as the popular press, this concise volume defines and examines the trajectory of instructional design and technologies toward more human-centered and specialized products, services, processes, environments, and systems. Examples from education, healthcare, business, and other sectors offer real-world demonstrations for scholars and graduate students of educational technology, instructional design, and business development. The book features insights into the future of professors, public schools, equity and access, extended technologies, open educational resources, and more, concluding with a set of concrete solutions.

Download or read book Design Thinking for Training and Development written by Sharon Boller and published by Association for Talent Development. This book was released on 2020-06-09 with total page 225 pages. Available in PDF, EPUB and Kindle. Book excerpt: Better Learning Solutions Through Better Learning Experiences When training and development initiatives treat learning as something that occurs as a one-time event, the learner and the business suffer. Using design thinking can help talent development professionals ensure learning sticks to drive improved performance. Design Thinking for Training and Development offers a primer on design thinking, a human-centered process and problem-solving methodology that focuses on involving users of a solution in its design. For effective design thinking, talent development professionals need to go beyond the UX, the user experience, and incorporate the LX, the learner experience. In this how-to guide for applying design thinking tools and techniques, Sharon Boller and Laura Fletcher share how they adapted the traditional design thinking process for training and development projects. Their process involves steps to: Get perspective. Refine the problem. Ideate and prototype. Iterate (develop, test, pilot, and refine). Implement. Design thinking is about balancing the three forces on training and development programs: learner wants and needs, business needs, and constraints. Learn how to get buy-in from skeptical stakeholders. Discover why taking requests for training, gathering the perspective of stakeholders and learners, and crafting problem statements will uncover the true issue at hand. Two in-depth case studies show how the authors made design thinking work. Job aids and tools featured in this book include: a strategy blueprint to uncover what a stakeholder is trying to solve an empathy map to capture the learner’s thoughts, actions, motivators, and challenges an experience map to better understand how the learner performs. With its hands-on, use-it-today approach, this book will get you started on your own journey to applying design thinking.

Download or read book Play to Learn written by Sharon Boller and published by Association for Talent Development. This book was released on 2017-03-03 with total page 186 pages. Available in PDF, EPUB and Kindle. Book excerpt: When trainers use games, learners win big. As a trainer interested in game design, you know that games are more effective than lectures. You've seen firsthand how immersive games hold learners' interest, helping them explore new skills and experience different points of view. But how do you become the Milton Bradley of learning games? Play to Learn is here to help. This book bridges the gap between instructional design and game design; it's written to grow your game literacy and strengthen crucial game design skills. Experts Sharon Boller and Karl Kapp share real examples of in-person and online games, and offer an online game for you to try as you read. They walk you through evaluating entertainment and learning games, so you can apply the best to your own designs. Play to Learn will also show you how to: Link game design to your business needs and learning objectives. Test your prototype and refine your design. Deploy your game to motivated and excited learners. So don't just play around. Think big, design well, and use Play to Learn as your guide.

Download or read book Made in Africa written by Carol Newman and published by Brookings Institution Press. This book was released on 2016-02-23 with total page 315 pages. Available in PDF, EPUB and Kindle. Book excerpt: Why is there so little industry in Africa? Over the past forty years, industry has moved from the developed to the developing world, yet Africa’s share of global manufacturing has fallen from about 3 percent in 1970 to less than 2 percent in 2014. Industry is important to low-income countries. It is good for economic growth, job creation, and poverty reduction. Made in Africa: Learning to Compete in Industry outlines a new strategy to help African industry compete in global markets. This book draws on case studies and econometric and qualitative research from Africa and emerging Asia to understand what drives firm-level competitiveness in low-income countries. The results show that while traditional concerns such as infrastructure, skills, and the regulatory environment are important, they alone will not be sufficient for Africa to industrialize. The book also addresses how industrialization strategies will need to adapt to the region’s growing resource abundance.

Download or read book Universities and Corporate Universities written by Peter Jarvis and published by Routledge. This book was released on 2013-11-05 with total page 177 pages. Available in PDF, EPUB and Kindle. Book excerpt: An exploration of the world of higher education and higher learning, and its relationship to the corporate world and the global learning society. Peter Jarvis synthesizes developments in HE, training and corporate research and development in order to map the future of learning and training.

Download or read book Machine Learning and Data Science in the Power Generation Industry written by Patrick Bangert and published by Elsevier. This book was released on 2021-01-14 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: Machine Learning and Data Science in the Power Generation Industry explores current best practices and quantifies the value-add in developing data-oriented computational programs in the power industry, with a particular focus on thoughtfully chosen real-world case studies. It provides a set of realistic pathways for organizations seeking to develop machine learning methods, with a discussion on data selection and curation as well as organizational implementation in terms of staffing and continuing operationalization. It articulates a body of case study–driven best practices, including renewable energy sources, the smart grid, and the finances around spot markets, and forecasting. Provides best practices on how to design and set up ML projects in power systems, including all nontechnological aspects necessary to be successful Explores implementation pathways, explaining key ML algorithms and approaches as well as the choices that must be made, how to make them, what outcomes may be expected, and how the data must be prepared for them Determines the specific data needs for the collection, processing, and operationalization of data within machine learning algorithms for power systems Accompanied by numerous supporting real-world case studies, providing practical evidence of both best practices and potential pitfalls

Download or read book Become an ELearning Champion written by R K Prasad and published by . This book was released on 2020-01-03 with total page 130 pages. Available in PDF, EPUB and Kindle. Book excerpt: About the Book Become an eLearning Champion, dedicated to learning professionals, is a distillation of CommLab India's 20 years' experience in instructional design, eLearning, corporate training, and technology-enabled learning. It aims to empower learning professionals to champion eLearning in their organizations. Armed with practical insights, implementation ideas, best practices, and more, they can ensure their training programs nurture employees and help them be current, competitive, and agile contributors to the organization's bottom and top lines in today's dynamic business environment. This book offers a holistic view of eLearning - the basics, evergreen essentials, trends that are becoming the norm, theoretical frameworks and more - a training connoisseur's delight!

Download or read book Enhancing Learning Design for Innovative Teaching in Higher Education written by Palahicky, Sophia and published by IGI Global. This book was released on 2020-03-13 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: The higher education landscape is embracing the call to be innovative, yet scholars have not clearly defined what it means to innovate. Innovation is not limited to the use and adoption of educational technologies, and it encompasses a broad array of elements that must be considered if we are to truly aspire toward innovative teaching in higher education. Enhancing Learning Design for Innovative Teaching in Higher Education is a critical scholarly publication that examines how instructional systems design, instructional design, educational technologies, curriculum design, and program design impact innovation and innovative teaching in higher education. The book offers definitions of innovative teaching and examines critical intersections to achieve innovation and innovative teaching in post-secondary environments. Highlighting a wide range of topics such as program mapping and learning design, this book is essential for academicians, administrators, professionals, curriculum developers, instructional designers, K-12 teachers, educational technologists, researchers, and students.

Download or read book What Makes a Great Training Organization written by Doug Harward and published by Pearson Education. This book was released on 2014 with total page 193 pages. Available in PDF, EPUB and Kindle. Book excerpt: All learning leaders want their organizations to be perceived as great, but what makes a 'great' training organization? This book presents findings that are based on the data, information, and experiences shared with Training Industry, Inc. by several hundred learning professionals over a five year span, from 2008 to 2012. It identified 8 process capabilities, which have been identified as the key functions in the design, delivery and management of corporate workforce training.

Download or read book Teaching and Learning Employability Skills in Career and Technical Education written by Will Tyson and published by Springer Nature. This book was released on 2020-10-12 with total page 177 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book examines how industry-desired employability skills—or “soft skills”—are taught and learned in high school career and technical education (CTE) engineering and engineering technology programs. Identifying, recruiting, and keeping workers with strong personal and interpersonal skills is a constant challenge for STEM employers who need to hire young workers to replace an aging technical workforce. To answer the call, teachers interviewed explained that they maintain regimented daily classroom routines that include individual and small group hands-on activities and projects. In turn, their students explain learning personal responsibility, work ethic, teamwork, leadership, conflict management, and social skills in the classroom. Narratives from the workforce and classroom interweave to put employability skills frameworks into action.

Download or read book Managing Learning Organization in Industry 4 0 written by Indira Rachmawati and published by Routledge. This book was released on 2020-06-02 with total page 305 pages. Available in PDF, EPUB and Kindle. Book excerpt: The proceedings of the 6th International Seminar & Conference on Learning Organization (ISCLO) with the theme “Enhancing Organization’s Competitiveness through Knowledge Sharing and Learning Culture in the 4.0 Era” provides research results from scientists, scholars and practitioners, exchanging information and discussing the latest issues related to topics such as Marketing, Human Resources, Industrial Behavior and Knowledge Management, Entrepreneurship and Strategic Management, IT and Operations Management Economics, Financial and Accounting. These papers will contribute to the enhancement of the organization's competitive advantage with technology serving as a supporting system for knowledge sharing and learning culture. These proceedings will be of interest to scholars, practitioners, government and the industry employees, taking part in increasing Global Competitiveness in the coming years.

Download or read book e Learning and the Science of Instruction written by Ruth C. Clark and published by John Wiley & Sons. This book was released on 2016-02-19 with total page 507 pages. Available in PDF, EPUB and Kindle. Book excerpt: The essential e-learning design manual, updated with the latest research, design principles, and examples e-Learning and the Science of Instruction is the ultimate handbook for evidence-based e-learning design. Since the first edition of this book, e-learning has grown to account for at least 40% of all training delivery media. However, digital courses often fail to reach their potential for learning effectiveness and efficiency. This guide provides research-based guidelines on how best to present content with text, graphics, and audio as well as the conditions under which those guidelines are most effective. This updated fourth edition describes the guidelines, psychology, and applications for ways to improve learning through personalization techniques, coherence, animations, and a new chapter on evidence-based game design. The chapter on the Cognitive Theory of Multimedia Learning introduces three forms of cognitive load which are revisited throughout each chapter as the psychological basis for chapter principles. A new chapter on engagement in learning lays the groundwork for in-depth reviews of how to leverage worked examples, practice, online collaboration, and learner control to optimize learning. The updated instructor's materials include a syllabus, assignments, storyboard projects, and test items that you can adapt to your own course schedule and students. Co-authored by the most productive instructional research scientist in the world, Dr. Richard E. Mayer, this book distills copious e-learning research into a practical manual for improving learning through optimal design and delivery. Get up to date on the latest e-learning research Adopt best practices for communicating information effectively Use evidence-based techniques to engage your learners Replace popular instructional ideas, such as learning styles with evidence-based guidelines Apply evidence-based design techniques to optimize learning games e-Learning continues to grow as an alternative or adjunct to the classroom, and correspondingly, has become a focus among researchers in learning-related fields. New findings from research laboratories can inform the design and development of e-learning. However, much of this research published in technical journals is inaccessible to those who actually design e-learning material. By collecting the latest evidence into a single volume and translating the theoretical into the practical, e-Learning and the Science of Instruction has become an essential resource for consumers and designers of multimedia learning.

Download or read book Entrepreneurial Music Education written by Kristina Kelman and published by Springer Nature. This book was released on 2020-01-21 with total page 251 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book addresses the gap between formal music education curricula and the knowledge and skills necessary to enter the professional music industry. It uses extensive data from a long-running research project where high school students were invited to start their own business venture, Youth Music Industries. Not only did this act as a business venture, but it also functioned as a learning environment informed by the concepts of Communities of Practice and social capital. Exploring how entrepreneurial qualities were developed, their learning was subsequently captured and distilled into a set of design principles: in this way, a pedagogical approach was developed that can be transferred across the creative industries more broadly. This book will be of interest and value to scholars of music education, as well as those preparing students for the creative industries.

Download or read book The Great American Education Industrial Complex written by Anthony G. Picciano and published by Routledge. This book was released on 2013-05-07 with total page 202 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Great American Education-Industrial Complex examines the structure and nature of national networks and enterprises that seek to influence public education policy in accord with their own goals and objectives. In the past twenty years, significant changes have taken place in the way various interest groups seek to influence policies and practices in public education in the United States. No longer left to the experience and knowledge of educators, American education has become as much the domain of private organizations, corporate entities, and political agents who see it as a market for their ideas, technologies, and ultimately profits. Piccciano and Spring posit that educational technology is the vehicle whereby these separate movements, organizations, and individuals have become integrated in a powerful common entity, and detail how the educational-industrial complex has grown and strengthened its position of influence. This timely, carefully documented, well argued book brings together Picciano’s perspective and expertise in the field of technology and policy issues and Spring’s in the history and politics of education in a unique critical analysis of the education-industrial complex and its implications for the future.

Download or read book Higher Education in the Era of the Fourth Industrial Revolution written by Nancy W. Gleason and published by Springer. This book was released on 2018-06-21 with total page 238 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access collection examines how higher education responds to the demands of the automation economy and the fourth industrial revolution. Considering significant trends in how people are learning, coupled with the ways in which different higher education institutions and education stakeholders are implementing adaptations, it looks at new programs and technological advances that are changing how and why we teach and learn. The book addresses trends in liberal arts integration of STEM innovations, the changing role of libraries in the digital age, global trends in youth mobility, and the development of lifelong learning programs. This is coupled with case study assessments of the various ways China, Singapore, South Africa and Costa Rica are preparing their populations for significant shifts in labour market demands – shifts that are already underway. Offering examples of new frameworks in which collaboration between government, industry, and higher education institutions can prevent lagging behind in this fast changing environment, this book is a key read for anyone wanting to understand how the world should respond to the radical technological shifts underway on the frontline of higher education.

Download or read book Machine Learning and Data Science in the Oil and Gas Industry written by Patrick Bangert and published by Gulf Professional Publishing. This book was released on 2021-03-04 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt: Machine Learning and Data Science in the Oil and Gas Industry explains how machine learning can be specifically tailored to oil and gas use cases. Petroleum engineers will learn when to use machine learning, how it is already used in oil and gas operations, and how to manage the data stream moving forward. Practical in its approach, the book explains all aspects of a data science or machine learning project, including the managerial parts of it that are so often the cause for failure. Several real-life case studies round out the book with topics such as predictive maintenance, soft sensing, and forecasting. Viewed as a guide book, this manual will lead a practitioner through the journey of a data science project in the oil and gas industry circumventing the pitfalls and articulating the business value. Chart an overview of the techniques and tools of machine learning including all the non-technological aspects necessary to be successful Gain practical understanding of machine learning used in oil and gas operations through contributed case studies Learn change management skills that will help gain confidence in pursuing the technology Understand the workflow of a full-scale project and where machine learning benefits (and where it does not)