The Learning Communities Demonstration


Book Description

Learning communities are designed to help the disadvantaged student to persevere through collaborative learning and strong relationships between faculty and students.




Scaling Up


Book Description

In this guide, Harnish and his co-authors share practical tools and techniques to help entrepreneurs grow an industry -- dominating business without it killing them -- and actually have fun. Many growth company leaders reach a point where they actually dread adding another customer, employee, or location. It feels like they are just adding more weight to an ever-heavier anchor they are dragging through the sand. To make matters worse, the increased revenues have not turned into more profitability, so at some point they wonder if the journey is worth the effort. This book focuses on the four major decisions every company must get right: People, Strategy, Execution and Cash. The book includes a series of One-Page tools including the One-Page Strategic Plan and the Rockefeller Habits Execution Checklist, which more than 40,000 firms around the globe have used to scale their companies successfully.







Scaling Up Machine Learning


Book Description

This integrated collection covers a range of parallelization platforms, concurrent programming frameworks and machine learning settings, with case studies.




Scaling Up Excellence


Book Description

Wall Street Journal Bestseller "The pick of 2014's management books." –Andrew Hill, Financial Times "One of the top business books of the year." –Harvey Schacter, The Globe and Mail Bestselling author, Robert Sutton and Stanford colleague, Huggy Rao tackle a challenge that determines every organization’s success: how to scale up farther, faster, and more effectively as an organization grows. Sutton and Rao have devoted much of the last decade to uncovering what it takes to build and uncover pockets of exemplary performance, to help spread them, and to keep recharging organizations with ever better work practices. Drawing on inside accounts and case studies and academic research from a wealth of industries-- including start-ups, pharmaceuticals, airlines, retail, financial services, high-tech, education, non-profits, government, and healthcare-- Sutton and Rao identify the key scaling challenges that confront every organization. They tackle the difficult trade-offs that organizations must make between whether to encourage individualized approaches tailored to local needs or to replicate the same practices and customs as an organization or program expands. They reveal how the best leaders and teams develop, spread, and instill the right mindsets in their people-- rather than ruining or watering down the very things that have fueled successful growth in the past. They unpack the principles that help to cascade excellence throughout an organization, as well as show how to eliminate destructive beliefs and behaviors that will hold them back. Scaling Up Excellence is the first major business book devoted to this universal and vexing challenge and it is destined to become the standard bearer in the field.




Learning to Improve


Book Description

As a field, education has largely failed to learn from experience. Time after time, promising education reforms fall short of their goals and are abandoned as other promising ideas take their place. In Learning to Improve, the authors argue for a new approach. Rather than “implementing fast and learning slow,” they believe educators should adopt a more rigorous approach to improvement that allows the field to “learn fast to implement well.” Using ideas borrowed from improvement science, the authors show how a process of disciplined inquiry can be combined with the use of networks to identify, adapt, and successfully scale up promising interventions in education. Organized around six core principles, the book shows how “networked improvement communities” can bring together researchers and practitioners to accelerate learning in key areas of education. Examples include efforts to address the high rates of failure among students in community college remedial math courses and strategies for improving feedback to novice teachers. Learning to Improve offers a new paradigm for research and development in education that promises to be a powerful driver of improvement for the nation’s schools and colleges.




Human-in-the-Loop Machine Learning


Book Description

Machine learning applications perform better with human feedback. Keeping the right people in the loop improves the accuracy of models, reduces errors in data, lowers costs, and helps you ship models faster. Human-in-the-loop machine learning lays out methods for humans and machines to work together effectively. You'll find best practices on selecting sample data for human feedback, quality control for human annotations, and designing annotation interfaces. You'll learn to dreate training data for labeling, object detection, and semantic segmentation, sequence labeling, and more. The book starts with the basics and progresses to advanced techniques like transfer learning and self-supervision within annotation workflows.




International Handbook of Inquiry and Learning


Book Description

International Handbook of Inquiry and Learning is an overview of scholarship related to learning through and engagement in inquiry. Education takes on complex dimensions when learners solve problems, draw conclusions, and create meaning not through memorization or recall but instead through active cognitive, affective, and experiential processes. Drawing from educational psychology and the learning sciences while encompassing key subdisciplines, this rigorous, globally attentive collection offers new insights into what makes learning through inquiry both possible in context and beneficial to outcomes. Supported by foundational theories, key definitions, and empirical evidence, the book’s special focus on effective environments and motivational goals, equity and epistemic agency among learners, and support of teachers sets powerful, multifaceted new research directions in this rich area of study.




Powerful Learning Communities


Book Description

Learning communities have been demonstrated to dramatically improve student outcomes by engaging students in their learning.This book constitutes a comprehensive guide for readers who want a broad strategic view of learning communities, enabling them to identify which type of LC best meets the learning needs of their students, and the context and mission of their institution. It also provides the tools for planning, designing and implementing what the authors define as “powerful” LCs, and for understanding the assessment implications of their decisions.The potential power of LCs is realized through effective facilitation, appropriate team-building activities, linkages, planning, and active collaboration that promotes learning of the group and the individual group members – all of which topics are covered in this volume.This book is organized around the three themes of setting the stage, designing an LC, and building or enhancing a powerful LC, and covers three types of learning communities – student, professional (faculty, staff), and institutional LCs concerned with student learning – providing a range of tools and forms to facilitate planning. The authors also address designing and maintaining hybrid and virtual LCs. This book is intended as a practical resource for anyone at any level in higher education who wants to champion, develop or redesign student or professional LCs, or even explore broader initiatives to develop their institution into a “learning organization”. Administrators in academic and student affairs will find guidance for setting appropriate policies and allocating resources. The book may also serve as a textbook for graduate courses in institutional leadership and policy studies, curriculum and instruction, student affairs, or assessment/evaluation.




Discipline-Centered Learning Communities: Creating Connections Among Students, Faculty, and Curricula


Book Description

Take an in depth look at discipline-centered learning communities. Using psychology as an example, this issue provides prescriptive advice for those interested in developing a learning community in any academic discipline or program. Learning communities are a powerful vehicle for creating and sustaining connections among students, faculty, and the curriculum, but creating one can be a challenge. By providing resources, practical case studies, and theoretical grounding, this volume can both inspire and guide faculty, staff, and administrators in meeting their pedagogical and curricular goals. Learn how the five types of learning communities—based curricularly, residentially, in the classroom, on the students themselves, and even virtually—can be used to enhance student engagement and learning. Illustrating the versatility of the practice across a wide range of settings, student populations, and institutional types, this issue also contains an extensive listing of resources that go beyond disciplinary boundaries and open possibilities for all in higher education. This is the 132nd volume of this Jossey-Bass higher education series. New Directions for Teaching and Learning offers a comprehensive range of ideas and techniques for improving college teaching based on the experience of seasoned instructors and the latest findings of educational and psychological researchers.