When we take children's key strengths and immerse them in an intellectually invigorating, emotionally nurturing, literature-rich community, we grow "super readers"—avid readers who consume texts with passion, understanding, and a critical eye.Organized around the 7 Strengths inherent in super readers (belonging, curiosity, friendship, kindness, confidence, courage, and hope), this powerful resource helps children:• Develop reading, writing, speaking, and listening skills • Learn comprehension strategies• Build a robust vocabulary• Deepen analytical prowess and an ability to talk and write about text• Develop empathy, a strong identity as a reader, and an expanded understanding of the worldFeaturing stirring reading and writing lessons, robust assessment tools, ready-to-share Family Guides, and embedded videos that illuminate the 7 strengths and more, Every Child a Super Reader shows teachers, parents, caregivers, and out-of-school providers why reading is the ultimate super power, opening a world of possible for every student.

    It takes into account recent changes such as ubiquitous connectivity, open-source technology, mobile devices, and personalization to dramatically shift how schools have been run and structured for over a century.  Leading in education becomes exponentially powerful when using technology to your advantage.Eric Sheninger—“Principal Twitter”—shares his Pillars of Digital Leadership to help readers Transform school culture by initiating sustainable change Use free social media tools to improve communication, enhance public relations, and create a positive brand presence  Integrate digital tools into the classroom to increase student engagement and achievement Facilitate professional learning and access new opportunities and resources The time is now, whether you are a building level or teacher leader, to boldly move schools forward in the digital age.

    And most are finding that the answer is “yes.” If they want their students to learn complex new concepts in different disciplines, they often have to help their students become better readers.Building on the experiences gained in her own language arts classroom as well as those of colleagues in different disciplines, Cris Tovani, author of I Read It, but I Don't Get It, takes on the challenge of helping students apply reading comprehension strategies in any subject. In Do I Really Have to Teach Reading?, Cris shows how teachers can expand on their content expertise to provide instruction students need to understand specific technical and narrative texts. The book includes:examples of how teachers can model their reading process for students;ideas for supplementing and enhancing the use of required textbooks;detailed descriptions of specific strategies taught in context;stories from different high school classrooms to show how reading instruction varies according to content;samples of student work, including both struggling readers and college-bound seniors;a variety of “comprehension constructors”: guides designed to help students recognize and capture their thinking in writing while reading;guidance on assessing students;tips for balancing content and reading instruction.Cris's humor, honesty, and willingness to share her own struggles as a teacher make this a unique take on content reading instruction that will be valuable to reading teachers as well as content specialists.

    To truly thrive, students need to develop attributes that aren't typically measured on standardized tests. In this lively, engaging book by veteran school leader Thomas R. Hoerr, educators will learn how to foster the "Formative Five" success skills that today's students need, includingEmpathy: learning to see the world through others' perspectives.Self-control: cultivating the abilities to focus and delay self-gratification.Integrity: recognizing right from wrong and practicing ethical behavior.Embracing diversity: recognizing and appreciating human differences.Grit: persevering in the face of challenge.When educators engage students in understanding and developing these five skills, they change mindsets and raise expectations for student learning. As an added benefit, they see significant improvements in school and classroom culture. With specific suggestions and strategies, The Formative Five will help teachers, principals, and anyone else who has a stake in education prepare their students--and themselves--for a future in which the only constant will be change.

    The R language provides everything you need to do statistical work, but its structure can be difficult to master. This collection of concise, task-oriented recipes makes you productive with R immediately, with solutions ranging from basic tasks to input and output, general statistics, graphics, and linear regression.Each recipe addresses a specific problem, with a discussion that explains the solution and offers insight into how it works. If you're a beginner, R Cookbook will help get you started. If you're an experienced data programmer, it will jog your memory and expand your horizons. You'll get the job done faster and learn more about R in the process.Create vectors, handle variables, and perform other basic functionsInput and output dataTackle data structures such as matrices, lists, factors, and data framesWork with probability, probability distributions, and random variablesCalculate statistics and confidence intervals, and perform statistical testsCreate a variety of graphic displaysBuild statistical models with linear regressions and analysis of variance (ANOVA)Explore advanced statistical techniques, such as finding clusters in your dataWonderfully readable, R Cookbook serves not only as a solutions manual of sorts, but as a truly enjoyable way to explore the R language--one practical example at a time.--Jeffrey Ryan, software consultant and R package author

    The eye-rolling, the moodiness, the wandering attention, the drama. It's not you, it's them. More specifically, it's their brains.In accessible language and with periodic references to Star Trek, motorcycle daredevils, and near-classic movies of the '80s, developmental molecular biologist John Medina, author of the New York Times best-seller Brain Rules, explores the neurological and evolutionary factors that drive teenage behavior and can affect both achievement and engagement. Then he proposes a research-supported counterattack: a bold redesign of educational practices and learning environments to deliberately develop teens' cognitive capacity to manage their emotions, plan, prioritize, and focus.Attack of the Teenage Brain! is an enlightening and entertaining read that will change the way you think about teen behavior and prompt you to consider how else parents, educators, and policymakers might collaborate to help our challenging, sometimes infuriating, often weird, and genuinely wonderful kids become more successful learners, in school and beyond.

    This book has been praised for its unique components: discussion of "four stages" of reading texts and "three phases" of teaching texts. The authors' many years of experience teaching English are obvious throughout the material, but nowhere more so than in their straightforward presentation of organization and planning for instruction and their firm stand on teaching grammar. This book covers the challenging and the controversial in English instruction and explores censorship, national standards, high-stakes testing, multi-lingual students, and multicultural literature. For professionals in the field of teaching.

    Because the computer gathers knowledge from experience, there is no need for a human computer operator to formally specify all the knowledge that the computer needs. The hierarchy of concepts allows the computer to learn complicated concepts by building them out of simpler ones; a graph of these hierarchies would be many layers deep. This book introduces a broad range of topics in deep learning.The text offers mathematical and conceptual background, covering relevant concepts in linear algebra, probability theory and information theory, numerical computation, and machine learning. It describes deep learning techniques used by practitioners in industry, including deep feedforward networks, regularization, optimization algorithms, convolutional networks, sequence modeling, and practical methodology; and it surveys such applications as natural language processing, speech recognition, computer vision, online recommendation systems, bioinformatics, and videogames. Finally, the book offers research perspectives, covering such theoretical topics as linear factor models, autoencoders, representation learning, structured probabilistic models, Monte Carlo methods, the partition function, approximate inference, and deep generative models.Deep Learning can be used by undergraduate or graduate students planning careers in either industry or research, and by software engineers who want to begin using deep learning in their products or platforms. A website offers supplementary material for both readers and instructors.

    Because this is a rapidly changing field, this book focuses on enduring methods for teaching online. The companion website contains updates, technical helps, and other resources."My hope is that you'll end the semester with a new level of confidence and with course evaluations that let you know that you are on the right track. More importantly, I hope that you and your students will be experiencing a vibrant learning relationship. If you have been teaching online for a while, I think you'll find some ways to improve your game." - Author, Aaron Johnson

    But what if school were fun - for you and your students? What would life be like if you felt excited about your lessons? Better yet, what if your students actually looked forward to your class every day? Yes! School can be simultaneously fun and educational. In fact, as Quinn Rollins explains in Play Like a PIRATE, when your class is engaging and entertaining, students are more likely to remember what they've learned. Invite kids to use their imaginations and help them create meaningful connections with your content by making play part of the learning experience. Play Like a Pirate shows you how! You'll learn: Why bringing passion to the classroom works - even if it isn't related to your subject. Why action figures, Hot Wheels, LEGO, and other toys belong in your classroom. Why comic books and graphic novels aren't "just for fun" How to use or create games that make content memorable all year long. In addition to insights that will help you remember why you became an educator in the first place, Play Like a Pirate includes practical strategies and QR code links to resources and templates that make it easy to integrate fun into your curriculum. Regardless of the grade level you teach, you'll find inspiration and ideas that will help you engage your students in unforgettable ways.

    

    The Sixth Edition of Creating Literacy Instruction for All Students continues to be one of the most comprehensive, practical texts on the market, and includes a new focus on higher-level literacy practices. Written by distinguished author Tom Gunning, Creating Literacy Instruction for All Students provides readers with step-by-step guidance for teaching reading and writing, including sample lessons for virtually every major literacy skill/strategy. Reflecting the author's ongoing extensive hands-on work with schools coping with the demands of No Child Left Behind, the Sixth edition includes teaching tips and materials that are more practical, more realistic, more effective, and more extensive than ever. With its careful balance between the theory and the practice, the book always gives readers the theories behind the methods, encouraging them to choose, adapt, and construct their own approaches as they create a balanced program of literacy instruction. learners, struggling readers and writers, and special needs students, Creating Literacy for All Students, Sixth Edition, looks at developing higher-level literacy requirements for reading and writing, including those stemming from No Child Left Behind regulations and high-stakes tests. The new edition stresses effective steps for closing the gap between the reading, writing, discussion, and thinking skills as mandated by No Child Left Behind and Reading First

     Here, young, emergent writers are invited to notice the conventions of the English language and build off them in this inquiry-based approach to instructional grammar.The book comes with standards-aligned lessons that can be incorporated into basal texts in just 10 minutes a day. Patterns of Power’s responsive, invitational approach puts students in an involved role and has them explore and discuss the purpose and meaning of what they read. Students study short, authentic texts and are asked to share their findings out loud, engaging in rich conversations to make meaning. Inside you’ll find:Over 70 practical and ready-to-use lesson plan sets that include excerpts from authentic and diverse mentor texts curated for grades 1-5 and can be adapted over 5 grade levelsReal-life classroom examples, tips, and Power Notes gleaned from the authors’ experiences that can be applied to any level of writerResources, including a Patterns of Power Planning Guide and musical soundtracks, to use in classroom instruction or as handouts for student literacy notebooks  Patterns of Power provides a simple classroom routine that is structured in length and approach, but provides teachers flexibility in choosing the texts, allowing for numerous, diverse voices in the classroom. The practice helps students build cognitive recognition and provides a formative assessment for teachers on student progress. With these short lessons, students will gain confidence and move beyond limitation to produce effortless writing in your class and beyond.The Patterns of Power series also includes Patterns of Power: Inviting Adolescent Writers into the Conventions of Language, Grades 6-8, Patterns of Power en E spañol : Inviting Bilingual Writers into the Conventions of Spanish, Grades 1-5, and Patterns of Wonder: Inviting Emergent Writers to Play with the Conventions of Language, PreK-1.

    He guides you, step by step, as you discover how to combine the tenets of classic storytelling with the power of the projected media to create a rich, engaging experience. He walks you through his easy-to-use templates, plus 50 advanced tips, to help build your confidence and effectiveness—and quickly bring your ideas to life!FOCUS: Learn how to distill your best ideas into a crisp and compelling narrative.CLARIFY: Use a storyboard to clarify and visualize your ideas, creating the right blend of message and media.ENGAGE:Move from merely reading your slides to creating a rich, connected experience with your audience—and increase your impact!Inside!: See sample storyboards for a variety of presentation types—including investment, sales, educational, and training.

    Courses and books on basic statistics rarely cover the topic from a data science perspective. This practical guide explains how to apply various statistical methods to data science, tells you how to avoid their misuse, and gives you advice on what's important and what's not.Many data science resources incorporate statistical methods but lack a deeper statistical perspective. If you're familiar with the R programming language, and have some exposure to statistics, this quick reference bridges the gap in an accessible, readable format.With this book, you'll learn:Why exploratory data analysis is a key preliminary step in data scienceHow random sampling can reduce bias and yield a higher quality dataset, even with big dataHow the principles of experimental design yield definitive answers to questionsHow to use regression to estimate outcomes and detect anomaliesKey classification techniques for predicting which categories a record belongs toStatistical machine learning methods that "learn" from dataUnsupervised learning methods for extracting meaning from unlabeled data