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An encyclopedia designed especially to meet the needs of elementary, junior high, and senior high school students.
Designed to promote conversation about how to educate students for a rapidly changing, innovation-based world, this comprehensive and illuminating book from international education expert Vivien Stewart focuses on understanding what the world's best school systems are doing right for the purpose of identifying what U.S. schools--at the national, state, and local level--might do differently and better.
New Pedagogies for Deep Learning (NDPL) provides a comprehensive strategy for systemwide transformation. Using the 6 competencies of NDPL and a wealth of vivid examples, Fullan re-defines and re-examines what deep learning is and identifies the practical strategies for revolutionizing learning and leadership.
Why environmental learning is crucial for understanding the connected challenges of climate justice, tribalism, inequity, democracy, and human flourishing. How can we respond to the current planetary ecological emergency? In To Know the World, Mitchell Thomashow proposes that we revitalize, revisit, and reinvigorate how we think about our residency on Earth. First, we must understand that the major challenges of our time—migration, race, inequity, climate justice, and democracy—connect to the biosphere. Traditional environmental education has accomplished much, but it has not been able to stem the inexorable decline of global ecosystems. Thomashow, the former president of a college dedicated to sustainability, describes instead environmental learning, a term signifying that our relationship to the biosphere must be front and center in all aspects of our daily lives. In this illuminating book, he provides rationales, narratives, and approaches for doing just that. Mixing memoir, theory, mindfulness, pedagogy, and compelling storytelling, Thomashow discusses how to navigate the Anthropocene's rapid pace of change without further separating psyche from biosphere; why we should understand migration both ecologically and culturally; how to achieve constructive connectivity in both social and ecological networks; and why we should take a cosmopolitan bioregionalism perspective that unites local and global. Throughout, Thomashow invites readers to participate as educational explorers, encouraging them to better understand how and why environmental learning is crucial to human flourishing.
Summary Real-World Machine Learning is a practical guide designed to teach working developers the art of ML project execution. Without overdosing you on academic theory and complex mathematics, it introduces the day-to-day practice of machine learning, preparing you to successfully build and deploy powerful ML systems. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Technology Machine learning systems help you find valuable insights and patterns in data, which you'd never recognize with traditional methods. In the real world, ML techniques give you a way to identify trends, forecast behavior, and make fact-based recommendations. It's a hot and growing field, and up-to-speed ML developers are in demand. About the Book Real-World Machine Learning will teach you the concepts and techniques you need to be a successful machine learning practitioner without overdosing you on abstract theory and complex mathematics. By working through immediately relevant examples in Python, you'll build skills in data acquisition and modeling, classification, and regression. You'll also explore the most important tasks like model validation, optimization, scalability, and real-time streaming. When you're done, you'll be ready to successfully build, deploy, and maintain your own powerful ML systems. What's Inside Predicting future behavior Performance evaluation and optimization Analyzing sentiment and making recommendations About the Reader No prior machine learning experience assumed. Readers should know Python. About the Authors Henrik Brink, Joseph Richards and Mark Fetherolf are experienced data scientists engaged in the daily practice of machine learning. Table of Contents PART 1: THE MACHINE-LEARNING WORKFLOW What is machine learning? Real-world data Modeling and prediction Model evaluation and optimization Basic feature engineering PART 2: PRACTICAL APPLICATION Example: NYC taxi data Advanced feature engineering Advanced NLP example: movie review sentiment Scaling machine-learning workflows Example: digital display advertising
In this book, H. James Garrett inquires into the processes of learning about the social world, populated as it often is with bewildering instances of loss, violence, and upheaval. In such learning, interactions invite and enliven our passionate responses, or prompt us to avoid them. Interpreting and working with these often emotional reactions is critical to social studies education and developing strategies for individuals to participate in democracy. Garrett illustrates ways that learning about the world does not occur in absence of our intimate relations to knowledge, the way learning sometimes feels like our undoing, and how new knowledge can feel more like a burden than an advantage.
This book provides state-of-the-art contemporary research insights into key applications and processes in open world learning. Open world learning seeks to understand access to education, structures, and the presence of dialogue and support systems. It explores how the application of open world and educational technologies can be used to create opportunities for open and high-quality education. Presenting ground-breaking research from an award winning Leverhulme doctoral training programme, the book provides several integrated and cohesive perspectives of the affordances and limitations of open world learning. The chapters feature a wide range of open world learning topics, ranging from theoretical and methodological discussions to empirical demonstrations of how open world learning can be effectively implemented, evaluated, and used to inform theory and practice. The book brings together a range of innovative uses of technology and practice in open world learning from 387,134 learners and educators learning and working in 136 unique learning contexts across the globe and considers the enablers and disablers of openness in learning, ethical and privacy implications, and how open world learning can be used to foster inclusive approaches to learning across educational sectors, disciplines and countries. The book is unique in exploring the complex, contradictory and multi-disciplinary nature of open world learning at an international level and will be of great interest to academics, researchers, professionals, and policy makers in the field of education technology, e-learning and digital education. The Open Access version of this book, available at www.taylorfrancis.com, has been made available under a Creative Commons Attribution-Non Commercial-No Derivatives 4.0 license.
'Thought-provoking and entertaining, this highly original first-contact story should please any science fiction reader.' - School Library Journal 'Mind-expanding science fiction at its best; it is no surprise that it has been shortlisted for all the main science fiction awards.' - THE TIMES The great sunliner 'But the Sky, My Lady! The Sky!' is nearing the end of a four-hundred-year journey. A ship-born generation is tense with expectation for the new system that is to be their home. Expecting to find nothing more complex than bacteria and algae, the detection of electronic signals from one of the planets comes as a shock. In millennia of slow expansion, humanity has never encountered aliens, and yet these new signals cannot be ignored. They suspect a fast robot probe has overtaken them, and send probes of their own to investigate. On a world called Ground, whose inhabitants are struggling into the age of radio, petroleum and powered flight, a young astronomer searching for distant planets detects an anomaly that he presumes must be a comet. His friend, a brilliant foreign physicist, calculates the orbit, only to discover an anomaly of his own. The comet is slowing down ... Reminding us that the universe is not only stranger than we imagine, it is stranger than we CAN imagine, LEARNING THE WORLD is a stunning novel of exploration, discovery and Mankind's destiny amongst the stars. Books by Ken MacLeod: Fall Revolution The Star Fraction The Stone Canal The Cassini Division The Sky Road Engines of Light Cosmonaut Keep Dark Light Engine City Corporation Wars Trilogy Dissidence Insurgence Emergence Novels The Human Front Newton's Wake Learning the World The Execution Channel The Restoration Game Intrusion Descent
Learning is the foundation of the human experience. It begins at birth and never stops, a continuous and malleable link across life stages of human development. Disparities in learning access and outcomes around the world have deep consequences for income, social mobility, health, and well-being. For international development practitioners faced with today's unprecedented environmental and geopolitical pressures, learning should be viewed as a touchstone and target for those seeking to truly effect global change. This book traces the path of international development work—from its pre-colonial origins to the emergence of economics as the dominant discipline in the field—and lays out a new agenda for policymakers, researchers, and practitioners, from early education through adulthood. Learning as Development is an attempt to rethink international education in a changing world.
Learn how to develop and sustain multimodal, project-based learning (PBL) instruction in secondary English Language Arts classrooms. National standards encourage authentic forms of reading, writing, and communication that can support college and career readiness, and this book highlights PBL as a powerful way to harness students’ interests and engage them in academically rigorous learning. The authors provide specific, research-informed curricular approaches and instructional guidance for classroom teachers, as well as an overview of the dimensions of PBL that are often overlooked in the broad expectations of inquiry-based teaching. Instead of “quick fix” lessons, Compose Our World explores how core dimensions of equitable teaching—such as social and emotional support, universal design for learning, and cultivating classroom community—function as the bedrock for student success in PBL contexts and beyond. Book Features: Based on the authors’ extensive experience developing and studying a PBL curriculum.Brings PBL to life through classroom vignettes and teacher and student voices.Provides classroom resources that facilitate customization to unique contexts. Shares ideas for developing teacher communities around PBL practices.Offers additional curriculum materials online.Appropriate for ELA teachers new to PBL, as well as veterans.