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.

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.

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.

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.

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.

Learning and Development (L&D) programmes are too often based on fads, the latest trends or learning designers' personal preferences without critical evaluation. Evidence-Informed Learning Design allows learning professionals to move away from this type of approach by showing them how to assess and apply relevant scientific literature, learning science research and proven learning techniques to design their training in a way that will make a measurable difference to employee performance and overall business success. Packed with tips, tools and examples, Evidence-Informed Learning Design enables L&D and training professionals to save both time and money by ensuring that efforts are focused on designing learning that's proven to be effective. Covering techniques like interleaving and self-directed and self-regulated learning, as well as debunking myths and fallacies in the field, it covers how best to test, measure and reinforce learning in both online, offline and face-to-face scenarios. To ensure that employees develop the skills the business needs to succeed and that the L&D function is recognised as adding true organizational value, this book is essential reading for anyone responsible for designing learning.

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!

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.

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.

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.