This book deals with the relevance of recognition and validation of non-formal and informal learning in education and training, the workplace and society. In an increasing number of countries, it is at the top of the policy and research agenda ranking among the possible ways to redress the glaring lack of relevant academic and vocational qualificat...
This book records the state of the art in research on mathematics-related affect. It discusses the concepts and theories of mathematics-related affect along the lines of three dimensions. The first dimension identifies three broad categories of affect: motivation, emotions, and beliefs. The book contains one chapter on motivation, including discuss...
The Quechan are a Yuman people who have traditionally lived along the lower part of the Colorado River in California and Arizona. They are well known as warriors, artists, and traders, and they also have a rich oral tradition. The stories in this volume were told by tribal elders in the 1970s and early 1980s. The eleven narratives in this volume ta...
This free book will focus on theoretical aspects of Statistical Learning and Sequential Prediction. Until recently, these two subjects have been treated separately within the learning community. The course will follow a unified approach to analyzing learning in both scenarios. To make this happen, we shall bring together ideas from probability and ...
This textbook introduces readers to the fundamental hardware used in modern computers. The only pre-requisite is algebra, so it can be taken by college freshman or sophomore students or even used in Advanced Placement courses in high school. This book presents both the classical approach to digital system design (i.e., pen and paper) in addition ...
This book on artificial intelligence in education (AIEd) with two aims in mind. The first was to explain to a non-specialist, interested reader what AIEd is: its goals, how it is built, and how it works. After all, only by securing a certain degree of understanding can we move beyond the science-fiction imagery of AI, and the associated fears. The ...
The subject of this book is automated learning, or, as we will more often call it, Machine Learning (ML). That is, we wish to program computers so that they can "learn" from input available to them. Roughly speaking, learning is the process of converting experience into expertise or knowledge. The input to a learning algorithm is training...
Microsoft CNTK (Cognitive Toolkit, formerly Computational Network Toolkit), an open source code framework, enables you to create feed-forward neural network time series prediction systems, convolutional neural network image classifiers, and other deep learning systems. In Introduction to CNTK Succinctly, author James McCaffrey offers instruction on...
From paintings and food to illness and icebergs, science is happening everywhere. Rather than follow the path of a syllabus or textbook, Andrew Morris takes examples from the science we see every day and uses them as entry points to explain a number of fundamental scientific concepts - from understanding colour to the nature of hormones - in ways t...
This book is an inspirational message about what is possible and practical in the name of learning through mobile media. We present stories from a diverse set of educators, a microcosm of the landscape of mobile media learning.
Each author has found a way to create something new and beautiful in their own world. And though their results are exce...
As the technology becomes more affordable, you may have interest in virtual reality (VR) as an educational tool. You may wonder, how might I use VR in my classroom or school? How do I set up a VR lab? How do I integrate VR applications into my curriculum? Is VR feasible in low resource settings? If you are eager to join the growing group of educato...
This book is a valuable resource for policymakers and practitioners as it brings insights mainly from developing countries where relatively less research activity takes place. It is also a valuable resource for courses in mathematics education in the teacher education colleges, and departments of education in the sub-Saharan Africa region.
In th...
In this lively and approachable volume based on his popular blog series, Martin Weller demonstrates a rich history of innovation and effective implementation of ed tech across higher education. From Bulletin Board Systems to blockchain, Weller follows the trajectory of education by focusing each chapter on a technology, theory, or concept that has ...
OpenIntro Statistics offers a traditional introduction to statistics at the college level. This textbook is widely used at the college level and offers an exceptional and accessible introduction for students from community colleges to the Ivy League. The textbook has been thoroughly vetted with an estimated 20,000 students using it annually.
Ext...
Offered as an introduction to the field of data structures and algorithms, Open Data Structures covers the implementation and analysis of data structures for sequences (lists), queues, priority queues, unordered dictionaries, ordered dictionaries, and graphs. Focusing on a mathematically rigorous approach that is fast, practical, and efficient, Mor...
Online teaching can quickly become overwhelming. Finding ways to offer detailed and quality support, learning, and feedback, but through efficient and time-saving methods, will mean higher quality learning for less instructional time. For example, save all the course announcements, as they can be reused time and again. Create files of all tutorials...
This open brief provides a systematic analysis of current trends and requirements in the areas of knowledge and competence in the context of the project "(A) Higher Education Digital (AHEAD) - International Horizon Scanning / Trend Analysis on Digital Higher Education." It examines the latest developments in learning theory, didactics, an...
This open book highlights the major outcomes of the fourth edition of the Future of Higher Education - Bologna Process Researchers Conference (January 2020), which has already established itself as a landmark in the European higher education environment. The conference provides a unique forum for dialogue between researchers, experts and policy mak...
This open book analyzes the main drivers that are influencing the dramatic evolution of work in Asia and the Pacific and identifies the implications for education and training in the region. It also assesses how education and training philosophies, curricula, and pedagogy can be reshaped to produce workers with the skills required to meet the emerg...
Improving learning evidence and outcomes for those most in need in developing countries is at the heart of the United Nations' Sustainable Development Goal on Education (SDG4). This timely volume brings together contributions on current empirical research and analysis of emerging trends that focus on improving the quality of education through ...
Deep learning is often viewed as the exclusive domain of math PhDs and big tech companies. But as this hands-on guide demonstrates, programmers comfortable with Python can achieve impressive results in deep learning with little math background, small amounts of data, and minimal code. How? With fastai, the first library to provide a consistent inte...
A collection of readings and exercises aligned with the course, ME 270, Introduction to Mechanical Engineering Design, at Iowa State University. This course provides an overview of mechanical engineering design with applications to thermal and mechanical systems, and an introduction to current design practices used in industry. As part of the cours...