A Teacher's Guide to Standards-based Learning


Book Description

When teachers adopt standards-based learning, students take ownership of their education and achievement soars. Written specifically for K-12 teachers, this resource details a sequential approach for connecting curriculum, instruction, assessment methods, and feedback through standards-based education. The authors provide practical advice, real-world examples, and answers to frequently asked questions designed to support you through this important transition.




A Student's Guide to Liberal Learning


Book Description

A Georgetown professor’s look at the subjects one needs to study for a truly well-rounded education. A Student’s Guide to Liberal Learning is an inviting conversation with a learned scholar about the content of an authentic liberal arts education. It surveys ideas and books central to the tradition of humanistic education that has fundamentally shaped our country and our civilization. This accessible volume argues for an order and integration of knowledge so that meaning might be restored to the haphazard approach to study currently dominating higher education. Freshly conveying the excitement of learning from the acknowledged masters of intellectual life, this guide is also an excellent blueprint for building one’s own library of books that matter.




A Guide to Administering Distance Learning


Book Description

A Guide to Administering Online Learning provides an overview of tasks to be accomplished in order to direct dynamic online initiatives. Experienced distance learning teachers and administrators share their insights regarding what must be done to administer effective online learning.




Interpretable Machine Learning


Book Description

This book is about making machine learning models and their decisions interpretable. After exploring the concepts of interpretability, you will learn about simple, interpretable models such as decision trees, decision rules and linear regression. Later chapters focus on general model-agnostic methods for interpreting black box models like feature importance and accumulated local effects and explaining individual predictions with Shapley values and LIME. All interpretation methods are explained in depth and discussed critically. How do they work under the hood? What are their strengths and weaknesses? How can their outputs be interpreted? This book will enable you to select and correctly apply the interpretation method that is most suitable for your machine learning project.




A Guide to Documenting Learning


Book Description

A new approach to contemporary documentation and learning What is learning? How do we look for, capture, reflect on, and share learning to foster meaningful and active engagement? This vital resource helps educators answer these questions. A Guide to Documenting Learning facilitates student-driven learning and helps teachers reflect on their own learning and classroom practice. This unique how-to book Explains the purposes and different types of documentation Teaches different “LearningFlow” systems to help educators integrate documentation throughout the curriculum Provides authentic examples of documentation in real classrooms Is accompanied by a robust companion website where readers can find even more documentation examples and video tutorials




Learning in Adulthood


Book Description

The new edition of the authoritative book in the field of adult education — fully revised to reflect the latest research and practice implications. For nearly three decades, Learning in Adulthood has been the definitive guide in the field of adult education. Now in its fourth edition, this comprehensive volume is fully revised to reflect the latest developments in theory, research, and practice. The authors integrate foundational research and current knowledge to present fresh, original perspectives on teaching and learning in adulthood. Written by internationally-recognized experts, this market-leading guide draws from work in sociology, philosophy, critical social theory, psychology, and education to provide an inclusive overview of adult learning. Designed primarily for educators of adults, this book is accessible for readers new to adult education, yet suitably rigorous for those more familiar with the subject. Content is organized into four practical parts, covering topics such as the social context of adult learning, self-directed and transformational learning, postmodern and feminist perspectives, cognitive development in adulthood, and more. Offering the most comprehensive single-volume treatment of adult learning available, this landmark text: Offers a wide-ranging perspective on adult learning Synthesizes the latest thinking and work in the field Includes coverage of the sociocultural perspectives of adult learning Explores the broader social implications of adult education Learning in Adulthood: A Comprehensive Guide, 4th Edition is an indispensable resource for educators and administrators involved in teaching adults, as well as faculty and students in graduate programs in adult education.




CompTIA A+ Complete Practice Tests


Book Description

Test your knowledge and know what to expect on A+ exam day CompTIA A+ Complete Practice Tests, Second Edition enables you to hone your test-taking skills, focus on challenging areas, and be thoroughly prepared to ace the exam and earn your A+ certification. This essential component of your overall study plan presents nine unique practice tests—and two 90-question bonus tests—covering 100% of the objective domains for both the 220-1001 and 220-1002 exams. Comprehensive coverage of every essential exam topic ensures that you will know what to expect on exam day and maximize your chances for success. Over 1200 practice questions on topics including hardware, networking, mobile devices, operating systems and procedures, troubleshooting, and more, lets you assess your performance and gain the confidence you need to pass the exam with flying colors. This second edition has been fully updated to reflect the latest best practices and updated exam objectives you will see on the big day. A+ certification is a crucial step in your IT career. Many businesses require this accreditation when hiring computer technicians or validating the skills of current employees. This collection of practice tests allows you to: Access the test bank in the Sybex interactive learning environment Understand the subject matter through clear and accurate answers and explanations of exam objectives Evaluate your exam knowledge and concentrate on problem areas Integrate practice tests with other Sybex review and study guides, including the CompTIA A+ Complete Study Guide and the CompTIA A+ Complete Deluxe Study Guide Practice tests are an effective way to increase comprehension, strengthen retention, and measure overall knowledge. The CompTIA A+ Complete Practice Tests, Second Edition is an indispensable part of any study plan for A+ certification.




The Complete Guide to Service Learning


Book Description

The Complete Guide to Service Learning is the go-to resource in the fast-growing field of service learning. It is an award-winning treasury of service activities, community service project ideas, quotes, reflections, and resources that can help teachers and youth workers engage young hearts and minds in reaching out and giving back. Author and internationally known service learning expert Cathryn Berger Kaye presents service learning—its importance, steps, essential elements, and challenges—within a curricular context and organized by theme. This second edition maintains the easy-to-use format of the original and is enhanced with updated information on service learning programs and pedagogy. Benefits include: A blueprint for service learning, from getting started to assessing the experience Integration of K–12 service learning standards Inspiring quotations, background information and resources, preparation activities, real-life examples, and community service project ideas that have worked for other teachers 13 thematic chapters covering topics commonly selected for service learning projects such as animal protection and care, elders, emergency readiness, the environment, hunger and homelessness, literacy, special needs, and more Hundreds of real-life field-tested service learning projects Ideas for fortifying service learning programs by incorporating global literacy and creating a culture of service The online digital content has over 200 pages of forms and bonus materials and includes: All of the planning and tracking forms from the book, many customizable 39 sample planning templates for all service learning themes at each grade level 10 original essays written by experts in the field 22 author interviews, including interviews with authors Laurie David, Cynthia Lord, Jordan Sonnenblick, Kathe Koja, Danica Novgorodoff, Janet Tashjian, Deborah Ellis, Sonia Levitin, Ellen Senisi, and more! More than 300 additional “Bookshelf” recommendations that describe books that offer teachable moments about community service, responsibility, caring, and helping, as well as ways to encourage discussion and combine literature and service learning. Drawing on her years as a classroom teacher and international service learning consultant, trainer, speaker, and program developer, Cathryn Berger Kaye tells you everything you want and need to know about service learning. Recommended for K–12 teachers and administrators, college and university faculty, youth group leaders, government agencies and nonprofits, and after-school programs. Teachers, parents, and group leaders: Use this valuable resource in a classroom or youth-serving organization, after-school program, or as a family.




Understanding How We Learn


Book Description

Educational practice does not, for the most part, rely on research findings. Instead, there’s a preference for relying on our intuitions about what’s best for learning. But relying on intuition may be a bad idea for teachers and learners alike. This accessible guide helps teachers to integrate effective, research-backed strategies for learning into their classroom practice. The book explores exactly what constitutes good evidence for effective learning and teaching strategies, how to make evidence-based judgments instead of relying on intuition, and how to apply findings from cognitive psychology directly to the classroom. Including real-life examples and case studies, FAQs, and a wealth of engaging illustrations to explain complex concepts and emphasize key points, the book is divided into four parts: Evidence-based education and the science of learning Basics of human cognitive processes Strategies for effective learning Tips for students, teachers, and parents. Written by "The Learning Scientists" and fully illustrated by Oliver Caviglioli, Understanding How We Learn is a rejuvenating and fresh examination of cognitive psychology's application to education. This is an essential read for all teachers and educational practitioners, designed to convey the concepts of research to the reality of a teacher's classroom.




Spark: The Definitive Guide


Book Description

Learn how to use, deploy, and maintain Apache Spark with this comprehensive guide, written by the creators of the open-source cluster-computing framework. With an emphasis on improvements and new features in Spark 2.0, authors Bill Chambers and Matei Zaharia break down Spark topics into distinct sections, each with unique goals. Youâ??ll explore the basic operations and common functions of Sparkâ??s structured APIs, as well as Structured Streaming, a new high-level API for building end-to-end streaming applications. Developers and system administrators will learn the fundamentals of monitoring, tuning, and debugging Spark, and explore machine learning techniques and scenarios for employing MLlib, Sparkâ??s scalable machine-learning library. Get a gentle overview of big data and Spark Learn about DataFrames, SQL, and Datasetsâ??Sparkâ??s core APIsâ??through worked examples Dive into Sparkâ??s low-level APIs, RDDs, and execution of SQL and DataFrames Understand how Spark runs on a cluster Debug, monitor, and tune Spark clusters and applications Learn the power of Structured Streaming, Sparkâ??s stream-processing engine Learn how you can apply MLlib to a variety of problems, including classification or recommendation