But many people use data in ways they don't even understand, meaning they aren't getting the most from it. Bayesian Statistics the Fun Way will change that.This book will give you a complete understanding of Bayesian statistics through simple explanations and un-boring examples. Find out the probability of UFOs landing in your garden, how likely Han Solo is to survive a flight through an asteroid shower, how to win an argument about conspiracy theories, and whether a burglary really was a burglary, to name a few examples.By using these off-the-beaten-track examples, the author actually makes learning statistics fun. And you'll learn real skills, like how to:- How to measure your own level of uncertainty in a conclusion or belief- Calculate Bayes theorem and understand what it's useful for- Find the posterior, likelihood, and prior to check the accuracy of your conclusions- Calculate distributions to see the range of your data- Compare hypotheses and draw reliable conclusions from themNext time you find yourself with a sheaf of survey results and no idea what to do with them, turn to Bayesian Statistics the Fun Way to get the most value from your data.

    Lesson plans and lecture notes matter less than the special way teachers comprehend the subject and value human learning. Whether historians or physicists, in El Paso or St. Paul, the best teachers know their subjects inside and out--but they also know how to engage and challenge students and to provoke impassioned responses. Most of all, they believe two things fervently: that teaching matters and that students can learn.In stories both humorous and touching, Bain describes examples of ingenuity and compassion, of students' discoveries of new ideas and the depth of their own potential. What the Best College Teachers Do is a treasure trove of insight and inspiration for first-year teachers and seasoned educators.

    Based on literacy learning and motivation research, they created a structure called The Daily Five which has been practiced and refined in their own classrooms for ten years, and shared with thousands of teachers throughout the United States. The Daily Five is a series of literacy tasks (reading to self, reading with someone, writing, word work, and listening to reading) which students complete daily while the teacher meets with small groups or confers with individuals.This book not only explains the philosophy behind the structure, but shows you how to carefully and systematically train your students to participate in each of the five components.Explicit modeling practice, reflecting and refining take place during the launching phase, preparing the foundation for a year of meaningful content instruction tailored to meet the needs of each child.The Daily Five is more than a management system or a curriculum framework; it is a structure that will help students develop the habits that lead to a lifetime of independent literacy.

    Today, twenty million people worldwide are surfing the Net. Where Wizards Stay Up Late is the exciting story of the pioneers responsible for creating the most talked about, most influential, and most far-reaching communications breakthrough since the invention of the telephone. In the 1960's, when computers where regarded as mere giant calculators, J.C.R. Licklider at MIT saw them as the ultimate communications devices. With Defense Department funds, he and a band of visionary computer whizzes began work on a nationwide, interlocking network of computers. Taking readers behind the scenes, Where Wizards Stay Up Late captures the hard work, genius, and happy accidents of their daring, stunningly successful venture.

    And scientists, being human, respond to incentives and costs, in money and glory. Choosing a research topic, deciding what papers to write and where to publish them, sticking with a familiar area or going into something new the payoff may be tenure or a job at a highly ranked university or a prestigious award or a bump in salary. The risk may be not getting "any" of that.At a time when science is seen as an engine of economic growth, Paula Stephan brings a keen understanding of the ongoing cost-benefit calculations made by individuals and institutions as they compete for resources and reputation. She shows how universities offload risks by increasing the percentage of non-tenure-track faculty, requiring tenured faculty to pay salaries from outside grants, and staffing labs with foreign workers on temporary visas. With funding tight, investigators pursue safe projects rather than less fundable ones with uncertain but potentially path-breaking outcomes. Career prospects in science are increasingly dismal for the young because of ever-lengthening apprenticeships, scarcity of permanent academic positions, and the difficulty of getting funded.Vivid, thorough, and bold, "How Economics Shapes Science" highlights the growing gap between the haves and have-nots especially the vast imbalance between the biomedical sciences and physics/engineering and offers a persuasive vision of a more productive, more creative research system that would lead and benefit the world."

    Kids take a vacation from books and those with limited access to books lose ground to their peers. You may have thought there's nothing you can do about it, but there is. No More Summer-Reading Loss shows how to ensure that readers continue to grow year round.School-based practitioners Carrie Cahill and Kathy Horvath join with renowned researchers Anne McGill-Franzen and Dick Allington to help you make summer readers out of every student. You'll stop summer-reading loss as they help you:identify practices that inadvertently contribute to it understand the research on its implications and its prevention take research-based action with 8 instructional strategies. Building independence. Keeping kids on grade-level. Closing the achievement gap. These are just a few of the valuable outcomes that No More Summer-Reading Loss can support. Most importantly, it will help you pass on a love of reading that knows no season and gives readers confidence when they return in the fall. About the Not This, But That Series No More Summer-Reading Loss is part of the Not This, But That series, edited by Nell K. Duke and Ellin Oliver Keene. It helps teachers examine common, ineffective classroom practices and replace them with practices supported by research and professional wisdom. In each book a practicing educator and an education researcher identify an ineffective practice; summarize what the research suggests about why; and detail research-based, proven practices to replace it and improve student learning. Read a sample chapter from No More Summer-Reading Loss.

    Stress is part of the job, but when 70 percent of teachers quit within their first five years because the stress is making them physically and mentally ill, things have gone too far. Unsurprisingly, these effects are highest in difficult-to-fill positions such as math, science, and foreign languages, and in urban areas and secondary classrooms--places where we need our teachers to be especially motivated and engaged. This book offers a path to resiliency to help teachers weather the storms and bounce back--and work toward banishing the rain for good.This actionable framework gives you concrete steps toward rediscovering yourself, your energy, and your passion for teaching. You'll learn how a simple shift in mindset can affect your outlook, and how taking care of yourself physically, mentally, and emotionally is one of the most important things you can do. The companion workbook helps you put the framework into action, streamlining your way toward renewal and strength.Cultivate resilience with a four-part framework based on 12 key habits Uncover your true self, understand emotions, and use your energy where it counts Adopt a mindful, story-telling approach to communication and community building Keep learning, playing, and creating to create an environment of collective celebration By cultivating resilience in schools, we help ensure that we are working in, teaching in, and leading organizations where every child thrives, and where the potential of every child is recognized and nurtured. Onward provides a step-by-step plan for reigniting that spark.

    

    Sold in over 85 countries and translated into more than 5 languages.---------------Want to get started on data science?Our promise: no math added.This book has been written in layman's terms as a gentle introduction to data science and its algorithms. Each algorithm has its own dedicated chapter that explains how it works, and shows an example of a real-world application. To help you grasp key concepts, we stick to intuitive explanations and visuals.Popular concepts covered include:- A/B Testing- Anomaly Detection- Association Rules- Clustering- Decision Trees and Random Forests- Regression Analysis- Social Network Analysis- Neural NetworksFeatures:- Intuitive explanations and visuals- Real-world applications to illustrate each algorithm- Point summaries at the end of each chapter- Reference sheets comparing the pros and cons of algorithms- Glossary list of commonly-used termsWith this book, we hope to give you a practical understanding of data science, so that you, too, can leverage its strengths in making better decisions.

    Now he stands ready to revolutionize both neuroscience and computing in one stroke, with a new understanding of intelligence itself.Hawkins develops a powerful theory of how the human brain works, explaining why computers are not intelligent and how, based on this new theory, we can finally build intelligent machines.The brain is not a computer, but a memory system that stores experiences in a way that reflects the true structure of the world, remembering sequences of events and their nested relationships and making predictions based on those memories. It is this memory-prediction system that forms the basis of intelligence, perception, creativity, and even consciousness.In an engaging style that will captivate audiences from the merely curious to the professional scientist, Hawkins shows how a clear understanding of how the brain works will make it possible for us to build intelligent machines, in silicon, that will exceed our human ability in surprising ways.Written with acclaimed science writer Sandra Blakeslee, On Intelligence promises to completely transfigure the possibilities of the technology age. It is a landmark book in its scope and clarity.

    They identify 10 problems with school leadership and provide dynamic, right-now solutions. During this exciting journey toward change, you learn how to:Transform yourself from leader to Lead LearnerAmplify individual staff needs while maintaining a collaborative visionEmploy unique strategies to break down the walls between home and school Empower students and staff to own their spaceCreate a culture where "Yes" and "Trust" are the default Eliminate initiative overload while encouraging teachers to lead, as well Broadcast student voice Bring passion into your schoolEmbrace technology and social channels in ways rarely considered in education Eradicate your deficit mindset What makes Hacking Leadership different?Sanfelippo and Sinanis present leadership strategies in ways few people have ever seen. These experienced, thoughtful, decisive leaders, share amazing, real anecdotes that make you feel like you're listening to trusted friends sitting in your living room. Then, they provide progressive, courageous, and practical solutions that you and all stakeholders will love, using the popular Hack Learning formula:The Problem (a single leadership issue that needs a Hacker's mentality) The Hack (a surprisingly easy solution that you've likely never considered) What You Can Do Tomorrow (no waiting necessary; you can lead from the middle immediately) Blueprint for Full Implementation (a step-by-step action plan for capacity building) The Hack in Action (yes, people have actually done this) Are you ready to Hack LeadershipGrab your copy today.

    Students are encouraged to just cover the curriculum and the power of purpose and meaningful contribution are absent. Furthermore this old way of doing things doesn't credit students' natural curiosity to direct their own learning. In Who Owns the Learning?, author Alan November uses his Digital Learning Farm education model to show teachers how technology allows students to take ownership of their learning, create their own learning tools, and participate in work that has meaning to them and others. In this model, every student is a teacher and a global publisher.In chapter one, readers will learn what a Digital Learning Farm is and how it can optimize learning. Chapters two through five each focus on a specific job for students in the digital learning farm and provide examples of students working through them. November also offers a story about how the job is being utilized in classrooms, techniques for educators to leverage the work in their classrooms, and questions for discussion in each chapter. Finally, November offers an example of students owning their learning through technology in chapter six. This book is a guide to teachers who want to move teaching and learning into the 21st century incorporating technology and opportunities for students to direct their own learning into instruction.

    Costa and Bena Kallick present a comprehensive guide to shaping schools around Habits of Mind. The habits are a repertoire of behaviors that help both students and teachers successfully navigate the various challenges and problems they encounter in the classroom and in everyday life. The Habits of Mind include* Persisting* Managing impulsivity* Listening with understanding and empathy* Thinking flexibly* Thinking about thinking (metacognition)* Striving for accuracy* Questioning and posing problems* Applying past knowledge to new situations* Thinking and communicating with clarity and precision* Gathering data through all senses* Creating, imagining, innovating* Responding with wonderment and awe* Taking responsible risks* Finding humor* Thinking interdependently* Remaining open to continuous learningThis volume brings together--in a revised and expanded format--concepts from the four books in Costa and Kallick's earlier work Habits of Mind: A Developmental Series. Along with other highly respected scholars and practitioners, the authors explain how the 16 Habits of Mind dovetail with up-to-date concepts of what constitutes intelligence; present instructional strategies for activating the habits and creating a thought-full classroom environment; offer assessment and reporting strategies that incorporate the habits; and provide real-life examples of how communities, school districts, building administrators, and teachers can integrate the habits into their school culture. Drawing upon their research and work over many years, in many countries, Costa and Kallick present a compelling rationale for using the Habits of Mind as a foundation for leading, teaching, learning, and living well in a complex world.

    Engaging IdeasShows how teachers can encourage inquiry, exploration, discussion, and debate in their courses. Presents a wide variety of strategies for stimulating active learning and for coaching writing and critical thinking. Offers teachers concrete advice on how to design courses, structure assignment, use class time, critique student performance, and model critical thinking activities. Demonstrates how writing can easily be integrated with such other critical thinking activities and inquiry discussions, simulation games, classroom debates, and interactive lectures.

    He always struggled with his reading and writing skills. Darrell's father, a single parent, couldn't afford private tutors. By the end of middle school, Darrell's grades and his confidence were at an all time low. Then everything changed.When education journalist Kristina Rizga first met Darrell at Mission High School, he was taking AP calculus class, writing a ten-page research paper, and had received several college acceptance letters. And Darrell was not an exception. More than 80 percent of Mission High seniors go to college every year, even though the school teaches large numbers of English learners and students from poor families.So, why has the federal government been threatening to close Mission High—and schools like it across the country?The United States has been on a century long road toward increased standardization in our public schools, which resulted in a system that reduces the quality of education to primarily one metric: standardized test scores. According to this number, Mission High is a “low-performing” school even though its college enrollment, graduation, attendance rates and student surveys are some of the best in the country.The qualities that matter the most in learning—skills like critical thinking, intellectual engagement, resilience, empathy, self-management, and cultural flexibility—can't be measured by multiple-choice questions designed by distant testing companies, Rizga argues, but they can be detected by skilled teachers in effective, personalized and humane classrooms that work for all students, not just the most motivated ones.Based on four years of reporting with unprecedented access, the unforgettable, intimate stories in these pages throw open the doors to America's most talked about—and arguably least understood—public school classrooms where the largely invisible voices of our smart, resilient students and their committed educators can offer a clear and hopeful blueprint for what it takes to help all students succeed.