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Decision-Based Learning

Decision-Based Learning
Author: Nancy Wentworth
Publisher: Emerald Group Publishing
Total Pages: 208
Release: 2021-09-16
Genre: Education
ISBN: 180043202X

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In this book you will read stories told by faculty who have redesigned their university courses using the Decision-Based Learning pedagogy and the impact this powerful strategy can have on student learning. It should be of use to anyone teaching and designing curricula in higher education settings.


Transforming Teaching and Learning Through Data-Driven Decision Making

Transforming Teaching and Learning Through Data-Driven Decision Making
Author: Ellen B. Mandinach
Publisher: Corwin Press
Total Pages: 281
Release: 2012-04-10
Genre: Business & Economics
ISBN: 1412982049

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"Gathering data and using it to inform instruction is a requirement for many schools, yet educators are not necessarily formally trained in how to do it. This book helps bridge the gap between classroom practice and the principles of educational psychology. Teachers will find cutting-edge advances in research and theory on human learning and teaching in an easily understood and transferable format. The text's integrated model shows teachers, school leaders, and district administrators how to establish a data culture and transform quantitative and qualitative data into actionable knowledge based on: assessment; statistics; instructional and differentiated psychology; classroom management."--Publisher's description.


Data-based Decision Making in Education

Data-based Decision Making in Education
Author: Kim Schildkamp
Publisher: Springer Science & Business Media
Total Pages: 221
Release: 2012-09-18
Genre: Education
ISBN: 9400748159

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In a context where schools are held more and more accountable for the education they provide, data-based decision making has become increasingly important. This book brings together scholars from several countries to examine data-based decision making. Data-based decision making in this book refers to making decisions based on a broad range of evidence, such as scores on students’ assessments, classroom observations etc. This book supports policy-makers, people working with schools, researchers and school leaders and teachers in the use of data, by bringing together the current research conducted on data use across multiple countries into a single volume. Some of these studies are ‘best practice’ studies, where effective data use has led to improvements in student learning. Others provide insight into challenges in both policy and practice environments. Each of them draws on research and literature in the field.


Machine Learning for Decision Makers

Machine Learning for Decision Makers
Author: Patanjali Kashyap
Publisher: Apress
Total Pages: 381
Release: 2018-01-04
Genre: Computers
ISBN: 1484229886

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Take a deep dive into the concepts of machine learning as they apply to contemporary business and management. You will learn how machine learning techniques are used to solve fundamental and complex problems in society and industry. Machine Learning for Decision Makers serves as an excellent resource for establishing the relationship of machine learning with IoT, big data, and cognitive and cloud computing to give you an overview of how these modern areas of computing relate to each other. This book introduces a collection of the most important concepts of machine learning and sets them in context with other vital technologies that decision makers need to know about. These concepts span the process from envisioning the problem to applying machine-learning techniques to your particular situation. This discussion also provides an insight to help deploy the results to improve decision-making. The book uses case studies and jargon busting to help you grasp the theory of machine learning quickly. You'll soon gain the big picture of machine learning and how it fits with other cutting-edge IT services. This knowledge will give you confidence in your decisions for the future of your business. What You Will Learn Discover the machine learning, big data, and cloud and cognitive computing technology stack Gain insights into machine learning concepts and practices Understand business and enterprise decision-making using machine learning Absorb machine-learning best practices Who This Book Is For Managers tasked with making key decisions who want to learn how and when machine learning and related technologies can help them.


Getting Started With Team-Based Learning

Getting Started With Team-Based Learning
Author: Jim Sibley
Publisher: Taylor & Francis
Total Pages: 210
Release: 2023-07-03
Genre: Education
ISBN: 100097880X

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This book is written for anyone who has been inspired by the idea of Team-Based Learning (TBL) through his or her reading, a workshop, or a colleague’s enthusiasm, and then asks the inevitable question: how do I start?Written by five authors who use TBL in their teaching and who are internationally recognized as mentors and trainers of faculty making the switch to TBL, the book also presents the tips and insights of 46 faculty members from around the world who have adopted this teaching method.TBL is a uniquely powerful form of small group learning. It harnesses the power of teams and social learning with accountability structures and instructional sequences. This book provides the guidance, from first principles to examples of practice, together with concrete advice, suggestions, and tips to help you succeed in the TBL classroom. This book will help you understand what TBL is and why it is so powerful. You will find what you need to plan, build, implement, and use TBL effectively. This book will appeal to both the novice and the expert TBL teacher.


Decision-Based Learning

Decision-Based Learning
Author: Nancy Wentworth
Publisher: Emerald Publishing Limited
Total Pages: 0
Release: 2021-09-16
Genre: Education
ISBN: 9781800432031

Download Decision-Based Learning Book in PDF, ePub and Kindle

In this book you will read stories told by faculty who have redesigned their university courses using the Decision-Based Learning pedagogy and the impact this powerful strategy can have on student learning. It should be of use to anyone teaching and designing curricula in higher education settings.


Statistics Made Simple for School Leaders

Statistics Made Simple for School Leaders
Author: Susan Rovezzi Carroll
Publisher: R&L Education
Total Pages: 162
Release: 2002-10-16
Genre: Education
ISBN: 146165419X

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The chief executive officer of a corporation is not much different from a public school administrator. While CEOs base many of their decisions on data, for school administrators, this type of research may conjure up miserable memories of searching for information to meet a graduate school requirement. However, the value of data-based decision making will continue to escalate and the school community—students, teachers, parents and the general public—expect this information to come from their administrators. Administrators are called on to be accountable, but few are capable of presenting the mountain of data that they collect in a cohesive and strategic manner. Most statistical books are focused on statistical theory versus application, but Statistics Made Simple for School Leaders presents statistics in a simple, practical, conceptual, and immediately applicable manner. It enables administrators to take their data and manage it into strategic information so the results can be used for action plans that benefit the school system. The approach is 'user friendly' and leaves the reader with a confident can-do attitude to communicate results and plans to staff and the community.


Ethical Leadership and Decision Making in Education

Ethical Leadership and Decision Making in Education
Author: Joan Poliner Shapiro
Publisher: Routledge
Total Pages: 285
Release: 2016-01-08
Genre: Education
ISBN: 1317681118

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The fourth edition of the best-selling text, Ethical Leadership and Decision Making in Education, continues to address the increasing interest in ethics and assists educational leaders with the complex dilemmas in today’s challenging and diverse society. Through discussion and analysis of real-life moral dilemmas that educational leaders face in their schools and communities, authors Shapiro and Stefkovich demonstrate the application of the four ethical paradigms—the ethics of justice, care, critique, and profession. After an illustration of how the Multiple Ethical Paradigm approach may be applied to real dilemmas, the authors present a series of cases written by students and academics in the field representing the dilemmas faced by practicing educational leaders in urban, suburban, and rural settings in an era full of complications and contradictions. Following each case are questions that call for thoughtful, complex thinking and help readers come to grips with their own ethical codes and apply them to practical situations. New in the Fourth Edition: A new chapter on technology versus respect, focusing on ethical issues such as cyber-bullying and sexting. New cases on teachers with guns, the military and education, children of undocumented immigrants, homeless students, videos in bathrooms, incentive pay, first responders, private alternative high schools, verbal threats, and gaming etiquette. Updates throughout to reflect contemporary issues and recent scholarship in the field of ethical leadership. This edition adds teaching notes for the instructor that stress the importance of self-reflection, use of new technologies, and global appeal of ethical paradigms and dilemmas. Easily adaptable to a variety of uses, this book is a critical resource for a wide range of audiences, including both aspiring and practicing administrators, teacher leaders, and educational policy makers.


Goal-Directed Decision Making

Goal-Directed Decision Making
Author: Richard W. Morris
Publisher: Academic Press
Total Pages: 484
Release: 2018-08-23
Genre: Science
ISBN: 0128120991

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Goal-Directed Decision Making: Computations and Neural Circuits examines the role of goal-directed choice. It begins with an examination of the computations performed by associated circuits, but then moves on to in-depth examinations on how goal-directed learning interacts with other forms of choice and response selection. This is the only book that embraces the multidisciplinary nature of this area of decision-making, integrating our knowledge of goal-directed decision-making from basic, computational, clinical, and ethology research into a single resource that is invaluable for neuroscientists, psychologists and computer scientists alike. The book presents discussions on the broader field of decision-making and how it has expanded to incorporate ideas related to flexible behaviors, such as cognitive control, economic choice, and Bayesian inference, as well as the influences that motivation, context and cues have on behavior and decision-making. Details the neural circuits functionally involved in goal-directed decision-making and the computations these circuits perform Discusses changes in goal-directed decision-making spurred by development and disorders, and within real-world applications, including social contexts and addiction Synthesizes neuroscience, psychology and computer science research to offer a unique perspective on the central and emerging issues in goal-directed decision-making