Why We Make Things and Why It Matters: The Education of a Craftsman


Peter Korn - 2013
    This is not a "how-to" book in any sense. Korn wants to get at the why of craft, in particular, and at the satisfactions of creative work, in general to understand their essential nature. How does the making of objects both reflect and refine our own identities? What is it about craft and creative work that makes them so rewarding? What is the nature of those rewards? How do the products of creative work inform society?

The Bridge to Brilliance: How One Principal in a Tough Community Is Inspiring the World


Nadia Lopez - 2016
    Everything was an uphill battle--to get the school approved, to recruit faculty and students, to solve a million new problems every day, from violent crime to vanishing supplies--but Lopez was determined to break the downward spiral that had trapped too many inner-city children. The lessons came fast: unengaged teachers, wayward students, and the educational system itself, rarely in tune with the already disadvantaged and underprepared.Things were at a low ebb for everyone when one of her students told a photographer that his principal, "Ms. Lopez," was the person who most influenced his life. The posting on Brandon Stanton's Humans of New York site was the pebble that started a lucky landslide for Lopez and her team. Lopez found herself in the national spotlight and headed for a meeting with President Obama, as well as the beneficiary of a million-dollar campaign for the school, to fund her next dream: a field trip for her students to visit another school--Harvard.The Bridge to Brilliance is a book filled with common sense and caring that will carry her message to communities and classrooms far from Brooklyn. As she says, modestly, "There are hundreds of Ms. Lopezes around this country doing good work for kids. This honors all of them."

Standard Deviations: Flawed Assumptions, Tortured Data, and Other Ways to Lie with Statistics


Gary Smith - 2014
    In Standard Deviations, economics professor Gary Smith walks us through the various tricks and traps that people use to back up their own crackpot theories. Sometimes, the unscrupulous deliberately try to mislead us. Other times, the well-intentioned are blissfully unaware of the mischief they are committing. Today, data is so plentiful that researchers spend precious little time distinguishing between good, meaningful indicators and total rubbish. Not only do others use data to fool us, we fool ourselves.With the breakout success of Nate Silver’s The Signal and the Noise, the once humdrum subject of statistics has never been hotter. Drawing on breakthrough research in behavioral economics by luminaries like Daniel Kahneman and Dan Ariely and taking to task some of the conclusions of Freakonomics author Steven D. Levitt, Standard Deviations demystifies the science behind statistics and makes it easy to spot the fraud all around.

The Art of Statistics: How to Learn from Data


David Spiegelhalter - 2019
      Statistics are everywhere, as integral to science as they are to business, and in the popular media hundreds of times a day. In this age of big data, a basic grasp of statistical literacy is more important than ever if we want to separate the fact from the fiction, the ostentatious embellishments from the raw evidence -- and even more so if we hope to participate in the future, rather than being simple bystanders. In The Art of Statistics, world-renowned statistician David Spiegelhalter shows readers how to derive knowledge from raw data by focusing on the concepts and connections behind the math. Drawing on real world examples to introduce complex issues, he shows us how statistics can help us determine the luckiest passenger on the Titanic, whether a notorious serial killer could have been caught earlier, and if screening for ovarian cancer is beneficial. The Art of Statistics not only shows us how mathematicians have used statistical science to solve these problems -- it teaches us how we too can think like statisticians. We learn how to clarify our questions, assumptions, and expectations when approaching a problem, and -- perhaps even more importantly -- we learn how to responsibly interpret the answers we receive. Combining the incomparable insight of an expert with the playful enthusiasm of an aficionado, The Art of Statistics is the definitive guide to stats that every modern person needs.

Statistics for Management


Richard I. Levin - 1978
    Like its predecessors, the seventh edition includes the absolute minimum of mathematical/statistical notation necessary to teach the material. Concepts are fully explained in simple, easy-to-understand language as they are presented, making the book an excellent source from which to learn and teach. After each discussion, readers are guided through real-world examples to show how book principles work in professional practice. Includes easy-to-understand explanations of difficult statistical topics, such as sampling distributions, relationship between confidence level and confidence interval, interpreting r-square. A complete package of teaching/learning aids is provided in every chapter, including chapter review exercises, chapter concepts tests,"Statistics at Work" conceptual cases, "Computer Database Exercises," "From the Textbook to the Real-World Examples." This ISBN is in two volumes Part A and Part B.

What's Math Got to Do with It?: How Teachers and Parents Can Transform Mathematics Learning and Inspire Success


Jo Boaler - 2015
    Featuring all the important advice and suggestions in the original edition of What’s Math Got to Do with It?, this revised edition is now updated with new research on the brain and mathematics that is revolutionizing scientists’ understanding of learning and potential.As always Jo Boaler presents research findings through practical ideas that can be used in classrooms and homes. The new What’s Math Got to Do with It? prepares teachers and parents for the Common Core, shares Boaler’s work on ways to teach mathematics for a “growth mindset,” and includes a range of advice to inspire teachers and parents to give their students the best mathematical experience possible.

Street-Fighting Mathematics: The Art of Educated Guessing and Opportunistic Problem Solving


Sanjoy Mahajan - 2010
    Traditional mathematics teaching is largely about solving exactly stated problems exactly, yet life often hands us partly defined problems needing only moderately accurate solutions. This engaging book is an antidote to the rigor mortis brought on by too much mathematical rigor, teaching us how to guess answers without needing a proof or an exact calculation.In Street-Fighting Mathematics, Sanjoy Mahajan builds, sharpens, and demonstrates tools for educated guessing and down-and-dirty, opportunistic problem solving across diverse fields of knowledge--from mathematics to management. Mahajan describes six tools: dimensional analysis, easy cases, lumping, picture proofs, successive approximation, and reasoning by analogy. Illustrating each tool with numerous examples, he carefully separates the tool--the general principle--from the particular application so that the reader can most easily grasp the tool itself to use on problems of particular interest. Street-Fighting Mathematics grew out of a short course taught by the author at MIT for students ranging from first-year undergraduates to graduate students ready for careers in physics, mathematics, management, electrical engineering, computer science, and biology. They benefited from an approach that avoided rigor and taught them how to use mathematics to solve real problems.Street-Fighting Mathematics will appear in print and online under a Creative Commons Noncommercial Share Alike license.

A Beginner's Guide to Constructing the Universe: The Mathematical Archetypes of Nature, Art, and Science


Michael S. Schneider - 1994
    This is a new view of mathematics, not the one we learned at school but a comprehensive guide to the patterns that recur through the universe and underlie human affairs. A Beginner's Guide to Constructing, the Universe shows you: Why cans, pizza, and manhole covers are round.Why one and two weren't considered numbers by the ancient Greeks.Why squares show up so often in goddess art and board games.What property makes the spiral the most widespread shape in nature, from embryos and hair curls to hurricanes and galaxies. How the human body shares the design of a bean plant and the solar system. How a snowflake is like Stonehenge, and a beehive like a calendar. How our ten fingers hold the secrets of both a lobster a cathedral, and much more.

Relentless: Changing Lives by Disrupting the Educational Norm


Hamish Brewer - 2019
    

Failure to Disrupt: Why Technology Alone Can't Transform Education


Justin Reich - 2020
    Much-publicized experiments, often underwritten by Silicon Valley entrepreneurs, have been launched at elite universities and in elementary schools in the poorest neighborhoods. Such was the excitement that, in 2012, the New York Times declared the "year of the MOOC." Less than a decade later, that pronouncement seems premature.In Failure to Disrupt: Why Technology Alone Can't Transform Education, Justin Reich delivers a sobering report card on the latest supposedly transformative educational technologies. Reich takes readers on a tour of MOOCs, autograders, computerized "intelligent tutors," and other educational technologies whose problems and paradoxes have bedeviled educators. Learning technologies--even those that are free to access--often provide the greatest benefit to affluent students and do little to combat growing inequality in education. And institutions and investors often favor programs that scale up quickly, but at the expense of true innovation. It turns out that technology cannot by itself disrupt education or provide shortcuts past the hard road of institutional change.Technology does have a crucial role to play in the future of education, Reich concludes. We still need new teaching tools, and classroom experimentation should be encouraged. But successful reform efforts will focus on incremental improvements, not the next killer app.

Data Science


John D. Kelleher - 2018
    Today data science determines the ads we see online, the books and movies that are recommended to us online, which emails are filtered into our spam folders, and even how much we pay for health insurance. This volume in the MIT Press Essential Knowledge series offers a concise introduction to the emerging field of data science, explaining its evolution, current uses, data infrastructure issues, and ethical challenges.It has never been easier for organizations to gather, store, and process data. Use of data science is driven by the rise of big data and social media, the development of high-performance computing, and the emergence of such powerful methods for data analysis and modeling as deep learning. Data science encompasses a set of principles, problem definitions, algorithms, and processes for extracting non-obvious and useful patterns from large datasets. It is closely related to the fields of data mining and machine learning, but broader in scope. This book offers a brief history of the field, introduces fundamental data concepts, and describes the stages in a data science project. It considers data infrastructure and the challenges posed by integrating data from multiple sources, introduces the basics of machine learning, and discusses how to link machine learning expertise with real-world problems. The book also reviews ethical and legal issues, developments in data regulation, and computational approaches to preserving privacy. Finally, it considers the future impact of data science and offers principles for success in data science projects.

The Homework Myth: Why Our Kids Get Too Much of a Bad Thing


Alfie Kohn - 2006
    The predictable results: stress and conflict, frustration and exhaustion. Parents respond by reassuring themselves that at least the benefits outweigh the costs. But what if they don't? In The Homework Myth, nationally known educator and parenting expert Alfie Kohn systematically examines the usual defenses of homework--that it promotes higher achievement, "reinforces" learning, and teaches study skills and responsibility. None of these assumptions, he shows, actually passes the test of research, logic, or experience. So why do we continue to administer this modern cod liver oil -- or even demand a larger dose? Kohn's incisive analysis reveals how a mistrust of children, a set of misconceptions about learning, and a misguided focus on competitiveness have all left our kids with less free time and our families with more conflict. Pointing to parents who have fought back -- and schools that have proved educational excellence is possible without homework -- Kohn shows how we can rethink what happens during and after school in order to rescue our families and our children's love of learning.

Mastering Diabetes: The Revolutionary Method to Reverse Insulin Resistance Permanently in Type 1, Type 1.5, Type 2, Prediabetes, and Gestational Diabetes


Cyrus Khambatta - 2020
     Current medical wisdom advises that anyone suffering from diabetes or prediabetes should eat a low-carbohydrate, high-fat diet. But in this revolutionary book, Cyrus Khambatta, PhD, and Robby Barbaro, MPH, rely on a century of research to show that advice is misguided. While it may improve short-term blood glucose control, such a diet also increases the long-term risk for chronic diseases like cancer, high blood pressure, high cholesterol, chronic kidney disease, and fatty liver disease.The revolutionary solution is to eat a low-fat plant-based whole-food diet, the most powerful way to reverse insulin resistance in all types of diabetes: type 1, type 1.5, type 2, prediabetes, and gestational diabetes.As the creators of the extraordinary and effective Mastering Diabetes Method, Khambatta and Barbaro lay out a step-by-step plan proven to reverse insulin resistance-the root cause of blood glucose variability- while improving overall health and maximizing life expectancy. Armed with more than 800 scientific references and drawing on more than 36 years of personal experience living with type 1 diabetes themselves, the authors show how to eat large quantities of carbohydrate-rich whole foods like bananas, potatoes, and quinoa while decreasing blood glucose, oral medication, and insulin requirements. They also provide life-changing advice on intermittent fasting and daily exercise and offer tips on eating in tricky situations, such as restaurant meals and family dinners. Perhaps best of all: On the Mastering Diabetes Method, you will never go hungry.With more than 30 delicious, filling, and nutrient-dense recipes and backed by cutting-edge nutritional science, Mastering Diabetes will help you maximize your insulin sensitivity, attain your ideal body weight, improve your digestive health, gain energy, live an active life, and feel the best you've felt in years.

The Calculus Lifesaver: All the Tools You Need to Excel at Calculus


Adrian Banner - 2007
    The Calculus Lifesaver provides students with the essential tools they need not only to learn calculus, but to excel at it.All of the material in this user-friendly study guide has been proven to get results. The book arose from Adrian Banner's popular calculus review course at Princeton University, which he developed especially for students who are motivated to earn A's but get only average grades on exams. The complete course will be available for free on the Web in a series of videotaped lectures. This study guide works as a supplement to any single-variable calculus course or textbook. Coupled with a selection of exercises, the book can also be used as a textbook in its own right. The style is informal, non-intimidating, and even entertaining, without sacrificing comprehensiveness. The author elaborates standard course material with scores of detailed examples that treat the reader to an inner monologue--the train of thought students should be following in order to solve the problem--providing the necessary reasoning as well as the solution. The book's emphasis is on building problem-solving skills. Examples range from easy to difficult and illustrate the in-depth presentation of theory.The Calculus Lifesaver combines ease of use and readability with the depth of content and mathematical rigor of the best calculus textbooks. It is an indispensable volume for any student seeking to master calculus.Serves as a companion to any single-variable calculus textbookInformal, entertaining, and not intimidatingInformative videos that follow the book--a full forty-eight hours of Banner's Princeton calculus-review course--is available at Adrian Banner lecturesMore than 475 examples (ranging from easy to hard) provide step-by-step reasoningTheorems and methods justified and connections made to actual practiceDifficult topics such as improper integrals and infinite series covered in detailTried and tested by students taking freshman calculus

Euclid's Elements


Euclid
    Heath's translation of the thirteen books of Euclid's Elements. In keeping with Green Lion's design commitment, diagrams have been placed on every spread for convenient reference while working through the proofs; running heads on every page indicate both Euclid's book number and proposition numbers for that page; and adequate space for notes is allowed between propositions and around diagrams. The all-new index has built into it a glossary of Euclid's Greek terms.Heath's translation has stood the test of time, and, as one done by a renowned scholar of ancient mathematics, it can be relied upon not to have inadvertantly introduced modern concepts or nomenclature. We have excised the voluminous historical and scholarly commentary that swells the Dover edition to three volumes and impedes classroom use of the original text. The single volume is not only more convenient, but less expensive as well.