Build the bridge from data collection to improved instruction Students are people—not data. How can you use assessment data to focus on reaching every student? This book shows how to develop a common language for sharing all students’ progress with all teachers and leaders, and how to use ongoing assessment to inform instruction. Based on worldwide research of more than 500 educators, the book presents solutions organized by: Assessment Instruction Leadership Ownership The many benefits of personalizing data include increased student engagement and a positive impact on school culture. This reader-friendly guide helps you set goals, adjust lessons, identify students’ strengths and weaknesses, and implement interventions.
Build the bridge from data collection to improved instruction Students are people-not data. How can you use assessment data to focus on reaching every student? This book shows how to develop a common language for sharing all students' progress with all teachers and leaders, and how to use ongoing assessment to inform instruction. Based on worldwide research of more than 500 educators, the book presents solutions organized by: Assessment Instruction Leadership Ownership The many benefits of personalizing data include increased student engagement and a positive impact on scho.
Shared knowledge between educators breeds shared success in all systems and schools Comprehensive in scope, CLARITY illustrates how system and school leaders must come together to boost student achievement and build teacher capacity to learn, teach and lead. By emphasizing collaborative processes, Lyn Sharratt’s detailed design demonstrates how shared knowledge, equity and expertise can make every classroom more impactful and every teacher more empowered. Readers will uncover these ‘Big Ideas’: 14 essential Parameters to guide system and school leaders toward building powerful collaborative learning cultures Case studies, vignettes and firsthand accounts from gifted teachers and leaders bring important theories and practices to life From all points in the organization, a ‘line-of-sight’ directly to students’ FACES in every classroom to ensure continuous improvement Data-driven tasks and tools to tackle solutions needed in all facets of education With more than four decades of research, writing and practical experience in system, school, and classroom improvement, Sharratt provides a ‘why-and-how-to guide’ to assist educators across the globe as they solve 21st century-created problems and identify the much-needed learning critical to the success of our future citizens.
Leadership, collaborative learning, and student achievement – discover what works! This resource-rich book provides a straightforward, strategic path to achieving sustainable communities of collaborative learners. Research-proven inquiry techniques, vignettes, case studies and action-oriented protocols help you build strong learning relationships for high-impact student achievement. System leaders, principals and teachers learn to: Integrate diverse views and perspectives Build trust and hear every voice Leverage key resources and processes Build students’ cognitive, interpersonal, and intrapersonal skills Use “Assessments-in-Action” to improve, monitor and sustain progress Build a collaborative culture through learning together Use this go-to guide to transform your school from a place of ‘good intentions’ to a center of intentional practice today!
Equal parts mail art, data visualization, and affectionate correspondence, Dear Data celebrates "the infinitesimal, incomplete, imperfect, yet exquisitely human details of life," in the words of Maria Popova (Brain Pickings), who introduces this charming and graphically powerful book. For one year, Giorgia Lupi, an Italian living in New York, and Stefanie Posavec, an American in London, mapped the particulars of their daily lives as a series of hand-drawn postcards they exchanged via mail weekly—small portraits as full of emotion as they are data, both mundane and magical. Dear Data reproduces in pinpoint detail the full year's set of cards, front and back, providing a remarkable portrait of two artists connected by their attention to the details of their lives—including complaints, distractions, phone addictions, physical contact, and desires. These details illuminate the lives of two remarkable young women and also inspire us to map our own lives, including specific suggestions on what data to draw and how. A captivating and unique book for designers, artists, correspondents, friends, and lovers everywhere.
Guide your students to a successful future in the new economy How can schools best prepare students for the highly competitive job market and global economy? This compelling book presents a transformative approach to college and career readiness within the public education system, based on data and best practices contributed by outstanding schools on five continents. Written for education leaders at all levels, this resource shows how to Design an innovative Pathways approach to career readiness that empowers students as informed decision-makers Integrate career training into curriculum through a network of local community partners Develop an approach to life-skill preparation, K-12+, that is inclusive of all. Learn how educators—and entire school systems—can consistently support career development, helping students find rewarding paths forward. "Congratulations and thanks Sharratt and Harild for this inspirational look at Innovation as the next step to move school systems from Good to Great. The examples and advice shared throughout this book and it′s precursor, Putting FACES on the Data have been catalysts for leading my team to thoughtful collective action within our K- 12 Family of Schools as we create pathways for The Literate Graduates together." —Joy Uniac, Superintendent of Education Peel District School Board, Ontario, Canada "Through extensive research and practical examples, this outstanding book puts forward a compelling case for structured, collaborative inquiry processes to achieve success for ALL students." —Janelle Wills, Director Marzano Institute Australia "Without question the job market demands agility, resourcefulness, innovation and fearlessness. The authors of Good to Great to Innovate brilliantly map the DNA of a relevant education." —Debbie Hedgepeth, Assistant Superintendent Vail Unified School District, USA
“A fast start to what promises to be an exciting, innovative fantasy series” from the World Fantasy Award–winning author of Night’s Master (Publishers Weekly). In the hedonistic atmosphere of an eighteenth-century Venice Carnival, gaiety turns deadly when Furian Furiano happens upon a mask of Apollo floating in the murky waters of the canals. The mask hides a sinister art, and Furian finds himself trapped in a bizarre tangle of love, obsession, and evil, stumbling into a macabre society of murderers. The beautiful but elusive Eurydiche holds the key to these murders and leads him further into a labyrinth of black magic and ancient alchemy. Why do secrets from Furian’s past seem tied to the mysterious Eurydiche? In Tanith Lee’s brilliantly imagined world of violence and terror, Furian must find a way to survive and stem the obsession driving him toward his hidden destiny.
This book provides an introduction to the mathematical and algorithmic foundations of data science, including machine learning, high-dimensional geometry, and analysis of large networks. Topics include the counterintuitive nature of data in high dimensions, important linear algebraic techniques such as singular value decomposition, the theory of random walks and Markov chains, the fundamentals of and important algorithms for machine learning, algorithms and analysis for clustering, probabilistic models for large networks, representation learning including topic modelling and non-negative matrix factorization, wavelets and compressed sensing. Important probabilistic techniques are developed including the law of large numbers, tail inequalities, analysis of random projections, generalization guarantees in machine learning, and moment methods for analysis of phase transitions in large random graphs. Additionally, important structural and complexity measures are discussed such as matrix norms and VC-dimension. This book is suitable for both undergraduate and graduate courses in the design and analysis of algorithms for data.
2018 Outstanding Academic Title, Choice Ambitious Science Teaching outlines a powerful framework for science teaching to ensure that instruction is rigorous and equitable for students from all backgrounds. The practices presented in the book are being used in schools and districts that seek to improve science teaching at scale, and a wide range of science subjects and grade levels are represented. The book is organized around four sets of core teaching practices: planning for engagement with big ideas; eliciting student thinking; supporting changes in students’ thinking; and drawing together evidence-based explanations. Discussion of each practice includes tools and routines that teachers can use to support students’ participation, transcripts of actual student-teacher dialogue and descriptions of teachers’ thinking as it unfolds, and examples of student work. The book also provides explicit guidance for “opportunity to learn” strategies that can help scaffold the participation of diverse students. Since the success of these practices depends so heavily on discourse among students, Ambitious Science Teaching includes chapters on productive classroom talk. Science-specific skills such as modeling and scientific argument are also covered. Drawing on the emerging research on core teaching practices and their extensive work with preservice and in-service teachers, Ambitious Science Teaching presents a coherent and aligned set of resources for educators striving to meet the considerable challenges that have been set for them.
An album-by-album celebration of the life and music of Mac Miller through oral histories, intimate reflections, and critical examinations of his enduring work. “One of my most vivid memories of him is the way he would look at you while he was playing you a song. He tried to look you right in the eyes to see how you were feeling about it.” —Will Kalson, friend and first manager Following Mac Miller’s tragic passing in 2018, Donna-Claire Chesman dedicated a year to chronicling his work through the unique lens of her relationship to the music and Mac’s singular relationship to his fans. Like many who’d been following him since he’d started releasing mixtapes at eighteen years old, she felt as if she’d come of age alongside the rapidly evolving artist, with his music being crucial to her personal development. “I want people to remember his humanity as they’re listening to the music, to realize how much bravery and courage it takes to be that honest, be that self-aware, and be that real about things going on internally. He let us witness that entire journey. He never hid that.” —Kehlani, friend and musician. The project evolved to include intimate interviews with many of Mac’s closest friends and collaborators, from his Most Dope Family in Pittsburgh to the producers and musicians who assisted him in making his everlasting music, including Big Jerm, Rex Arrow, Wiz Khalifa, Benjy Grinberg, Just Blaze, Josh Berg, Syd, Thundercat, and more. These voices, along with the author’s commentary, provide a vivid and poignant portrait of this astonishing artist—one who had just released a series of increasingly complex albums, demonstrating what a musical force he was and how heartbreaking it was to lose him. “As I’m reading the lyrics, it’s crazy. It’s him telling us that he hopes we can always respect him. I feel like this is a message from him, spiritually. A lot of the time, his music was like little letters and messages to his friends, family, and people he loved, to remind them of who he really was.” —Quentin Cuff, best friend and tour manager
