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.

    This is true both in airplanes and in classrooms--you have to take care of yourself before you can help someone else. If teachers are stressed out and exhausted, how can they have the patience, positive energy, and enthusiasm to provide the best instruction for students? Author Mike Anderson asked that question as a teacher himself, and the answers he found form the basis of The Well-Balanced Teacher. He found that teachers need to take care of themselves in five key areas to keep themselves in shape to care for their students.In addition to paying proper attention to their basic needs for nutrition, hydration, sleep, exercise, and emotional and spiritual refreshment, teachers also needBelonging: Teachers need to feel positive connections with other people, both in school and outside school. Significance: Teachers want to know that they make a positive difference through the work they do.Positive engagement: When teachers enjoy their work, they have great energy and passion for their teaching.Balance: Healthy teachers set boundaries and create routines so that they can have rich lives both in the classroom and at home.Anderson devotes a chapter to each of these needs, describing in frank detail his own struggles and offering a multitude of practical tips to help readers find solutions that will work for them. When teachers find ways to take care of their own needs, they will be healthier and happier, and they will have the positive energy and stamina needed to help their students learn and grow into healthy adults themselves.

    They make us capable of doing great things. And according to Marcus du Sautoy, math is the very art of the shortcut.Thinking Better is a celebration of how math lets us do more with less. Du Sautoy explores how diagramming revolutionized therapy, why calculus is the greatest shortcut ever invented, whether you must really practice for ten thousand hours to become a concert violinist, and why shortcuts give us an advantage over even the most powerful AI. Throughout, we meet artists, scientists, and entrepreneurs who use mathematical shortcuts to change the world.Delightful, illuminating, and above all practical, Thinking Better is for anyone who has wondered why you should waste time climbing the mountain when you could go around it much faster.

    Book by Waring, Chris

    Starting as early as eight years old, children are exposed to information, thought, and emotion that they are developmentally unprepared to process. As a result, saving the typical “teen parenting” strategies for thirteen-year-olds is now years too late.Urgent advice for parents of teens. Dr. John Duffy’s parenting book is a new and necessary guide that addresses this hidden phenomenon of the changing teenage brain. Dr. Duffy, a nationally recognized expert in parenting for nearly twenty-five years, offers this book as a guide for parents raising children who are growing up quickly and dealing with unresolved adolescent issues that can lead to anxiety and depression.Unprecedented psychological suffering among our young and why it is occurring. A shift has taken place in how and when children develop. Because of the exposure they face, kids are emotionally overwhelmed at a young age, often continuing to search for a sense of self well into their twenties. Paradoxically, Dr. Duffy recognizes the good that comes with these challenges, such as the sense of justice instilled in teenagers starting at a young age.Readers of this book will: Sort through the overwhelming circumstances of today’s teens and better understand the changing landscape of adolescence Come away with a revised, conscious parenting plan more suited to addressing the current needs of the New Teen Discover the joy in parenting again by reclaiming the role of your teen’s ally, guide, and consultant If you enjoyed parenting books such as The Yes Brain, How to Raise an Adult, The Deepest Well, and The Conscious Parent; then Parenting the New Teen in the Age of Anxiety should be next on your list!

    Willingham on educational neuroscience? Written for busy teachers, trainers, managers and students, this dip-in dip-out guide makes theories of learning accessible and practical. It explores over 100 classic and contemporary learning theorists in an easy-to-use, bite-sized format with clear relevant illustrations on how each theory will benefit your teaching and learning.Each model or theory is explained in less than 350 words, many with accompanying diagrams, and the 'how to use it' sections, in less than 500 words. Every entry includes:Do it steps in order to apply the theory or modelReflection points & challenges to develop your understanding of how to apply itAnalogies & metaphors from which understanding and meaning can be drawnTips for the classroomFurther reading if you want to explore a theory in greater depth. More titles by Bob Bates: Educational Leadership Simplified A Quick Guide to Special Needs and Disabilities

    In this entertaining and ingenious book, Blastland reveals how in our quest to make the world more understandable, we lose sight of how unexplainable it often is. The result - from GDP figures to medicine - is that experts know a lot less than they think. Filled with compelling stories from economics, genetics, business, and science, The Hidden Half is a warning that an explanation which works in one arena may not work in another. Entertaining and provocative, it will change how you view the world.

     Pioneering book in emerging field from two leading authorities Reviews in an accessible style what we know about how and when the brain learns Draws out the implications of this knowledge for educational policy and practice Covers studies on learning during the whole of development, including adulthood Looks at what we can learn from brain research about children with learning difficulties, and how this can inform remedial education

    Outdated, overcrowded schools are taking up our children’s time and taking away from valuable life experiences. There’s a better way to learn—and The 5-Hour School Week is how we hacked homeschool so we could enjoy our life and our kids!When Aaron and Kaleena Amuchastegui took their kids out of school to travel the globe and educate them through experiences, their children became more engaged, self-aware, curious, and passionate about learning. Now, they share their inspiring successes and practical advice to give you the tools you need to create your own unconventional education plan, no matter what your budget, walking you through topics like:Teaching kids to love learningProviding a social educationIncorporating travel into lessonsEmphasizing practical skillsAnd moreThis isn’t your mom’s homeschooling. This is an innovative, eclectic approach to education that will revolutionize your family’s life.

    It describes how the laws and discoveries of information theory now support controversial revisions to Darwinian evolution, begin to unravel the mysteries of language, memory and dreams, and stimulate provocative ideas in psychology, philosophy, art, music, computers and even the structure of society. Perhaps its most fascinating and unexpected surprise is the suggestion the order and complexity may be as natural as disorder and disorganization. Contrary to the entropy principle, which implies that order is the exception and confusion the rule, information theory asserts that order and sense can indeed prevail against disorder and nonsense. From the simplest forms of organic life to the words used to express our most complex ideas, from our genes to our dreams, from microcomputers to telecommunications, virtually everything around us follows simple rules of information. Life and the material world, like language, remain "grammatical." Grammatical man inhabits a grammatical universe.

    

    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.

    Yet unlike Einstein, with whom he formed a warm and abiding friendship, Gödel has long escaped all but the most casual scrutiny of his life.Stephen Budiansky’s Journey to the Edge of Reason is the first biography to fully draw upon Gödel’s voluminous letters and writings—including a never-before-transcribed shorthand diary of his most intimate thoughts—to explore Gödel’s profound intellectual friendships, his moving relationship with his mother, his troubled yet devoted marriage, and the debilitating bouts of paranoia that ultimately took his life. It also offers an intimate portrait of the scientific and intellectual circles in prewar Vienna, a haunting account of Gödel’s and Jewish intellectuals’ flight from Austria and Germany at the start of the Second World War, and a vivid re-creation of the early days of Princeton’s Institute for Advanced Study, where Gödel and Einstein both worked.Eloquent and insightful, Journey to the Edge of Reason is a fully realized portrait of the odd, brilliant, and tormented man who has been called the greatest logician since Aristotle, and illuminates the far-reaching implications of Gödel’s revolutionary ideas for philosophy, mathematics, artificial intelligence, and man’s place in the cosmos.

    Poker, Scrabble, and bridge. These seven games, ancient and modern, fascinate millions of people worldwide. In Seven Games, Oliver Roeder charts their origins and historical importance, the delightful arcana of their rules, and the ways their design makes them pleasurable.Roeder introduces thrilling competitors, such as evangelical minister Marion Tinsley, who across forty years lost only three games of checkers; Shusai, the Master, the last Go champion of imperial Japan, defending tradition against “modern rationalism”; and an IBM engineer who created a backgammon program so capable at self-learning that NASA used it on the space shuttle. He delves into the history and lore of each game: backgammon boards in ancient Egypt, the Indian origins of chess, how certain shells from a particular beach in Japan make the finest white Go stones.Beyond the cultural and personal stories, Roeder explores why games, seemingly trivial pastimes, speak so deeply to the human soul. He introduces an early philosopher of games, the aptly named Bernard Suits, and visits an Oxford cosmologist who has perfected a computer that can effectively play bridge, a game as complicated as human language itself.Throughout, Roeder tells the compelling story of how humans, pursuing scientific glory and competitive advantage, have invented AI programs better than any human player, and what that means for the games—and for us. Funny, fascinating, and profound, Seven Games is a story of obsession, psychology, history, and how play makes us human.

    Dozens of examples in innumeracy show us how it affects not only personal economics and travel plans, but explains mis-chosen mates, inappropriate drug-testing, and the allure of pseudo-science.