If students are to thrive in their academic and 21st century careers, then independent and creative thinking hold the highest currency. The authors explain in detail how to add these new components of literacy:Solution Fluency Information Fluency Creativity Fluency Collaboration Fluency Students must master a completely different set of skills to succeed in a culture of technology-driven automation, abundance, and access to global labor markets. The authors present an effective framework for integrating comprehensive literacy or fluency into the traditional curriculum.

    Constantly changing policies. Increasing bureaucratic regulations. These are just a few of the challenges health care providers face every day; challenges that limit the ability to provide excellent patient care. Marcus' insights will give health care providers new and essential strategies to rediscover the magic and compassion between caregiver and patient.

    Sousa discusses the cognitive mechanisms for learning mathematics and the environmental and developmental factors that contribute to mathematics difficulties. This award-winning text examines:Children's innate number sense and how the brain develops an understanding of number relationships Rationales for modifying lessons to meet the developmental learning stages of young children, preadolescents, and adolescents How to plan lessons in PreK-12 mathematics Implications of current research for planning mathematics lessons, including discoveries about memory systems and lesson timing Methods to help elementary and secondary school teachers detect mathematics difficulties Clear connections to the NCTM standards and curriculum focal points

    

    This guide also helps you understand the many data-mining techniques in use today.Based on an MBA course Provost has taught at New York University over the past ten years, Data Science for Business provides examples of real-world business problems to illustrate these principles. You’ll not only learn how to improve communication between business stakeholders and data scientists, but also how participate intelligently in your company’s data science projects. You’ll also discover how to think data-analytically, and fully appreciate how data science methods can support business decision-making.Understand how data science fits in your organization—and how you can use it for competitive advantageTreat data as a business asset that requires careful investment if you’re to gain real valueApproach business problems data-analytically, using the data-mining process to gather good data in the most appropriate wayLearn general concepts for actually extracting knowledge from dataApply data science principles when interviewing data science job candidates

     Building Thinking Classrooms in Mathematics, Grades K-12 helps teachers implement 14 optimal practices for thinking that create an ideal setting for deep mathematics learning to occur. This guideProvides the what, why, and how of each practice Includes firsthand accounts of how these practices foster thinking Offers a plethora of macro moves, micro moves, and rich tasks to get started

    It is a guided tour, as one examines the tools of expert teachers as they engage students in a journey that is aptly dubbed Reading Apprenticeship?learning how to become a savvy, strategic reader under the tutelage of thoughtful, caring, and demanding teachers.? P. David Pearson, University of California, Berkeley, and founding editor of the Handbook of Reading Research.Reading for Understanding is a monumental achievement. It was a monumental achievement when it came out as a first edition in 1999, bringing years of rigorous reading research together in a framework for teaching that made sense in actual secondary school classrooms. Now, just thirteen years later, Schoenbach and Greenleaf have several randomized clinical trials and multiple on-going studies at their fingertips to demonstrate the effects of this approach for developing the reading and thinking of young people in our nation's middle and high school classrooms, as well as in community college classrooms. Their careful work on developing disciplinary literacy among all students represents a passion for and commitment to supporting students?and their teachers?in reading for understanding, which translates to reading for enjoyment, self-awareness, learning, and for purposeful and informed action in our society. ?Elizabeth Moje, Arthur F. Thurnau Professor and Associate Dean for Research, School of Education, University of MichiganReading Apprenticeship has proven to be an inspiration to Renton Technical College faculty and students alike. They have learned together to view themselves as readers in transformative ways, as they embrace powerful techniques to increase reading comprehension. The ideas and strategies in Reading for Understanding anchor this new and broad-based energy around reading and an enthusiasm among our faculty to model effective reading strategies for our students. ?Steve Hanson, President, Renton Technical College, Renton, Washington Reading for Understanding has the finest blend I have seen of research, strategies, and classroom vignettes to deepen teacher learning and help them connect the dots between theory and practice. ?Curtis Refior, Content Area Literacy Coach, Fowlerville Community Schools, Fowlerville, Michigan A teacher-tested, research-based resource for dramatically improving reading skillsPublished in partnership with WestEd, this significantly updated second edition of the bestselling book contains strategies for helping students in middle school through community college gain the reading independence to master subject area textbooks and other material.Based on the Reading Apprenticeship program, which three rigorous gold standard research studies have shown to be effective in raising students' reading achievement Presents a clear framework for improving the reading and subject area learning of all students, including English learners, students with special needs, as well as those in honors and AP courses Provides concrete tools for classroom use and examples from a range of classrooms Presents a clear how-to for teachers implementing the subject area literacies of the Common Core Standards Reading for Understanding proves it's never too late for teachers and students to work together to boost literacy, engagement, and achievement.

    The framework of probabilistic graphical models, presented in this book, provides a general approach for this task. The approach is model-based, allowing interpretable models to be constructed and then manipulated by reasoning algorithms. These models can also be learned automatically from data, allowing the approach to be used in cases where manually constructing a model is difficult or even impossible. Because uncertainty is an inescapable aspect of most real-world applications, the book focuses on probabilistic models, which make the uncertainty explicit and provide models that are more faithful to reality.Probabilistic Graphical Models discusses a variety of models, spanning Bayesian networks, undirected Markov networks, discrete and continuous models, and extensions to deal with dynamical systems and relational data. For each class of models, the text describes the three fundamental cornerstones: representation, inference, and learning, presenting both basic concepts and advanced techniques. Finally, the book considers the use of the proposed framework for causal reasoning and decision making under uncertainty. The main text in each chapter provides the detailed technical development of the key ideas. Most chapters also include boxes with additional material: skill boxes, which describe techniques; case study boxes, which discuss empirical cases related to the approach described in the text, including applications in computer vision, robotics, natural language understanding, and computational biology; and concept boxes, which present significant concepts drawn from the material in the chapter. Instructors (and readers) can group chapters in various combinations, from core topics to more technically advanced material, to suit their particular needs.

    It explains what makes some graphs succeed while others fail, how to make high-quality figures from data using powerful and reproducible methods, and how to think about data visualization in an honest and effective way.Data Visualization builds the reader's expertise in ggplot2, a versatile visualization library for the R programming language. Through a series of worked examples, this accessible primer then demonstrates how to create plots piece by piece, beginning with summaries of single variables and moving on to more complex graphics. Topics include plotting continuous and categorical variables; layering information on graphics; producing effective "small multiple" plots; grouping, summarizing, and transforming data for plotting; creating maps; working with the output of statistical models; and refining plots to make them more comprehensible.Effective graphics are essential to communicating ideas and a great way to better understand data. This book provides the practical skills students and practitioners need to visualize quantitative data and get the most out of their research findings.Provides hands-on instruction using R and ggplot2Shows how the "tidyverse" of data analysis tools makes working with R easier and more consistentIncludes a library of data sets, code, and functions

    For two decades, John Mighton has developed strategies for fostering intellectual potential in all children through learning math. Math, Mighton says, provides us with mental tools of incredible power. When we learn math we learn to see patterns, to think logically and systematically, to draw analogies, to perceive risk, to understand cause and effect--among many other critical skills. Yet we tolerate and in fact expect a vast performance gap in math among students, and live in a world where many adults aren't equipped with these crucial tools. This learning gap is unnecessary, dangerous and tragic, he cautions, and it has led us to a problem of intellectual poverty which is apparent everywhere--in fake news, political turmoil, floundering economies, even in erroneous medical diagnoses. In All Things Being Equal, Mighton argues that math study is an ideal starting point to break down social inequality and empower individuals to build a smarter, kinder, more equitable world. Bringing together the latest cognitive research and incremental learning strategies, Mighton goes deep into the classroom and beyond to offer a hopeful--and urgent--vision for a numerate society.

    You'll discover the power of storytelling and the way to make data a pivotal point in your story. The lessons in this illuminative text are grounded in theory, but made accessible through numerous real-world examples--ready for immediate application to your next graph or presentation.Storytelling is not an inherent skill, especially when it comes to data visualization, and the tools at our disposal don't make it any easier. This book demonstrates how to go beyond conventional tools to reach the root of your data, and how to use your data to create an engaging, informative, compelling story. Specifically, you'll learn how to:Understand the importance of context and audience Determine the appropriate type of graph for your situation Recognize and eliminate the clutter clouding your information Direct your audience's attention to the most important parts of your data Think like a designer and utilize concepts of design in data visualization Leverage the power of storytelling to help your message resonate with your audience Together, the lessons in this book will help you turn your data into high impact visual stories that stick with your audience. Rid your world of ineffective graphs, one exploding 3D pie chart at a time. There is a story in your data--Storytelling with Data will give you the skills and power to tell it!

    Employing a methodology that is primarily learning by example and “thinking with our eyes,” this manual features graphs and practical analytical techniques that can be applied to a broad range of data analysis tools—including the most commonly used Microsoft Excel. This approach is particularly valuable to those who need to make sense of quantitative business data by discerning meaningful patterns, trends, relationships, and exceptions that reveal business performance, potential problems and opportunities, and hints about the future. It provides practical skills that are useful to managers at all levels and to those interested in keeping a keen eye on their business.

    Written by award-winning educators from successful PLC schools, this book demonstrates how to create three tiers of interventions from basic to intensive to address student learning gaps. You will understand what a successful program looks like, and the many reproducible forms and activities will help your team understand how to make RTI work in your school."

    Harvey Smokey Daniels and Sara Ahmed How can we meet today's elevated academic goals and engage middle school kids-but not simply replicate our competitive, winner-take-all society? How can our students achieve an even higher standard-demonstrating the capacity and the commitment to bend the world toward justice?In a word, inquiry.Welcome to the classroom of Sara Ahmed. With Smokey Daniels as your guide you'll see exactly how Sara uses inquiry to turn required curricular topics into questions so fascinating that young adolescents can't resist investigating them. Units so engaging that they provide all the complexity the standards could ever expect, while helping students grow from bystanders to Upstanders.Smokey and Sara describe precisely how to create, manage, and sustain a classroom built around choice, small-group collaboration, and critical thinking. You'll be inspired by what Sara's students accomplish, but you'll also come away from Upstanders with a can-do plan for teaching your own classes thanks to:a developmental look at what makes middle school kids special, challenging, and fun specific lessons that develop collaboration, self-awareness, and compassion a toolbox filled with teaching strategies, structures, tools, and handouts Point-Outs from Smokey that highlight key teaching moves Game-Time Decisions from Sara that reveal in-the-moment instructional choices narratives that document the incredible work that inquiry allows kids to do ambitious, engaging, and important units on commonly taught middle school themes. What kind of classroom do we want for our middle schoolers? How about one that develops the skills the standards demand and prepares kids to take action in the world right now? We can do it-if we help kids become Upstanders.

    Delighted with his new career opportunities--as a TV screen and a picture frame--he decides the more angles the better, until an accident teaches him a lesson. Includes special teaching section. Full color.