But in spirit, the title is apt, as the book does cover a much broader range of topics than a typical introductory book on mathematical statistics. This book is for people who want to learn probability and statistics quickly. It is suitable for graduate or advanced undergraduate students in computer science, mathematics, statistics, and related disciplines. The book includes modern topics like nonparametric curve estimation, bootstrapping, and clas- sification, topics that are usually relegated to follow-up courses. The reader is presumed to know calculus and a little linear algebra. No previous knowledge of probability and statistics is required. Statistics, data mining, and machine learning are all concerned with collecting and analyzing data. For some time, statistics research was con- ducted in statistics departments while data mining and machine learning re- search was conducted in computer science departments. Statisticians thought that computer scientists were reinventing the wheel. Computer scientists thought that statistical theory didn't apply to their problems. Things are changing. Statisticians now recognize that computer scientists are making novel contributions while computer scientists now recognize the generality of statistical theory and methodology. Clever data mining algo- rithms are more scalable than statisticians ever thought possible. Formal sta- tistical theory is more pervasive than computer scientists had realized.

    In Burn Math Class, Jason Wilkes takes the traditional approach to how we learn math -- with its unwelcoming textbooks, unexplained rules, and authoritarian assertions-and sets it on fire. Focusing on how mathematics is created rather than on mathematical facts, Wilkes teaches the subject in a way that requires no memorization and no prior knowledge beyond addition and multiplication. From these simple foundations, Burn Math Class shows how mathematics can be (re)invented from scratch without preexisting textbooks and courses. We can discover math on our own through experimentation and failure, without appealing to any outside authority. When math is created free from arcane notations and pretentious jargon that hide the simplicity of mathematical concepts, it can be understood organically -- and it becomes fun! Following this unconventional approach, Burn Math Class leads the reader from the basics of elementary arithmetic to various "advanced" topics, such as time-dilation in special relativity, Taylor series, and calculus in infinite-dimensional spaces. Along the way, Wilkes argues that orthodox mathematics education has been teaching the subject backward: calculus belongs before many of its so-called prerequisites, and those prerequisites cannot be fully understood without calculus. Like the smartest, craziest teacher you've ever had, Wilkes guides you on an adventure in mathematical creation that will radically change the way you think about math. Revealing the beauty and simplicity of this timeless subject, Burn Math Class turns everything that seems difficult about mathematics upside down and sideways until you understand just how easy math can be.

    The author has a direct style. His book presents detailed and intensive explanations. Many diagrams and key examples are used to aid understanding, as well as the application of calculus to physics and engineering and economics. The text is well organized, and it covers single variable and multivariable calculus in depth. An instructor's manual and student guide are available online at http: //ocw.mit.edu/ans7870/resources/Strang/....

    Minimalism can be a beautiful, enriching and life-transforming practice that, at its core, is all about re-establishing what holds value in your life and letting go of what does not. It's not about having your groceries displayed in glass jars or having chic, Scandinavian furniture - it's a way of life that allows us to strip away the clutter that stands in the way of us achieving our goals. Simplify Your Life is about exactly that: bringing simplicity back into your life, and with it, joy in the everyday. Dispelling the myths that minimalism is for either hardcore environmentalists or the privileged few, this book shows how minimalism is more relevant and necessary than ever, not least because it's the most accessible way to achieve a state of contentment in all aspects of life. Minimalism is for you if you want to:  •  stop mindlessly scrolling and start living with intention and purpose  •  spend more time on the things and people you love and less on what you "have to be/do"  •  take control of your finances and stop mindless spending  •  learn more about conscious consumption and reducing your waste  •  experience freedom and pride in your home instead of feeling trapped by your stuffAlthough minimalism is ostensibly about taking things away from our cluttered lives, it is really about adding richness, color, and meaning to our lives. It's about identifying the aspects of our life that we truly love and that nourish us. It's about trusting ourselves and leading the life we always wanted.

    Employing an irresistible cast of dragon-riding Vikings, lizard-throwing giants, and feuding aliens, the renowned illustrator Grady Klein and the award-winning statistician Alan Dabney teach you how to collect reliable data, make confident statements based on limited information, and judge the usefulness of polls and the other numbers that you're bombarded with every day. If you want to go beyond the basics, they've created the ultimate resource: "The Math Cave," where they reveal the more advanced formulas and concepts.Timely, authoritative, and hilarious, The Cartoon Introduction to Statistics is an essential guide for anyone who wants to better navigate our data-driven world.

    In The Universe and the Teacup, K. C. Cole demystifies mathematics and shows us-with humor and wonderfully accessible stories-why math need not be frightening. Using the O. J. Simpson trial, the bell curve, and Emmy Noether, the nineteenth-century woman scientist whose work was essential for Einstein's theory of relativity, Cole helps us see that more than just being a tool, math is a key to understanding the beauty of everything from rainbows to relativity.

    Game Theory is the mathematical formalization of interactive decision-making - it assumes that each player's goal is to maximize his/her benefit, whatever it may be. Players may be friends, foes, political parties, states, or any entity that behaves interactively, whether collectively or individually. One of the problems with game analysis is the fact that, as a player, it's very hard to know what would benefit each of the other players; some of us are not even clear about our own goals or what might actually benefit us. Haim Shapira uses multiple examples to explain what Game Theory is and how the different interactions between decision-makers can play out. In this book you will: Meet the Nobel Laureate John F Nash and familiarize yourself with his celebrated equilibrium Learn the basic ideas of the art of negotiation Visit the gladiators' ring and apply for a coaching position Build an airport and divide inheritance Issue ultimatums and learn to trust

    Survival Hacks takes you step-by-step through transforming simple objects like soda tabs and plant leaves into essential survival tools. This rough-and-rugged guide covers everything from small-scale hacks, like using sticks and rope to make a table, to the big stuff, like creating a one-person emergency shelter from a trash bag or purifying dirty water using a plastic bottle and the sun. And you can be ready anywhere you go with everyday carry kits, pocket-sized survival kits, so you're never without the essential tools you need to make it on your own. Being prepared can make the difference when it comes to your survival in an emergency. And Survival Hacks makes it a whole lot easier.

    The stories show that, as James Gleick puts it in the foreword, "inspiration strikes willy-nilly." One researcher thinks of quantum chaotic systems at a bus stop; another suddenly realizes a path to proving a theorem of number theory while in a friend's backyard; a statistician has a "bathroom sink epiphany" and discovers the key to solving the Gaussian correlation inequality. Readers of The Prime Number Conspiracy, says Quanta editor-in-chief Thomas Lin, are headed on "breathtaking intellectual journeys to the bleeding edge of discovery strapped to the narrative rocket of humanity's never-ending pursuit of knowledge."Quanta is the only popular publication that offers in-depth coverage of the latest breakthroughs in understanding our mathematical universe. It communicates mathematics by taking it seriously, wrestling with difficult concepts and clearly explaining them in a way that speaks to our innate curiosity about our world and ourselves. Readers of this volume will learn that prime numbers have decided preferences about the final digits of the primes that immediately follow them (the "conspiracy" of the title); consider whether math is the universal language of nature (allowing for "a unified theory of randomness"); discover surprising solutions (including a pentagon tiling proof that solves a century-old math problem); ponder the limits of computation; measure infinity; and explore the eternal question "Is mathematics good for you?"ContributorsAriel Bleicher, Robbert Dijkgraaf, Kevin Hartnett, Erica Klarreich, Thomas Lin, John Pavlus, Siobhan Roberts, Natalie WolchoverCopublished with Quanta Magazine

    and none of the mess you live with now. Declutter Your Home and Let Go of Your Stuff Without Losing Your Nostalgic Memories In this book, Claire shares tips that will help you give up the bulk of your sentimental clutter while keeping your most precious treasures to use and display. Learn how to shrink your collections of nostalgic items such as: Your children's baby clothes and toys Mementos from your own youth Clothes you've kept for decades Heirlooms you inherited Books you've kept for years Gifts you don't want (but feel you have to keep) Holiday decorations And everything else that brings back happy memories. Claire will teach you the art of discarding items that trigger your memories without actually losing those memories. If you've been hoarding too much stuff because you fear losing the memories along with the stuff, you need this book. This Decluttering Guide is Packed with Advice Whether you're downsizing the family home or you simply need to learn how to declutter in a way that honors your memories, this book is for you. If your adult children are moving out, or you're faced with going through the belongings of a beloved parent or other loved one, this will be one of your books that you refer to again and again, as it lists categories of sentimental items, and how to deal with each. Yes, You Can Declutter Without Losing Your Treasured Memories You don't have to live with overflowing closets, an attic full of boxes and a basement packed with more of the same, just because it's so hard for you to sort through and give up belongings linked to your past. The truth is, you CAN finally free yourself of clutter while keeping your most treasured belongings. There are many decluttering books and downsizing books, but this one is written by someone with personal experience. Claire and her family gave up more than half their possessions when they downsized from their large family home to a much smaller house. She let go of things she'd been carrying around for most of her life, as well as treasured mementos from many years of raising her large family to adulthood. In this book, she spells out the steps a sentimental person can take to reduce their clutter while keeping their memories intact. Read The Sentimental Person's Guide to Decluttering now, and start on the path to conquering clutter without giving up happy memories.

    This book is a riveting saga of an ingenious boy who had the acumen to duel the difficult entrance exam of IIT and clearing it with flying colours and thereupon experiencing a strenuous journey as an IITian. What could be the best way to introduce this masterpiece to the country, other than to join hands with the leading publisher and the most renowned name in the field of the IIT JEE---Arihant Publications . Arihant acknowledges the need for this book to reach the masses so that it can guide the budding aspirants with accurate step by step tips and techniques ranging from the misconceptions about IIT to the new patterns, time management, revision schedules, parental guidance, emotional equilibrium and many other necessary details . Arpit has taken out the undisclosed secrets of success from his bag and Arihant is proud to bring those secrets to you in the form of a book which is bound to act as a bible for every person aspiring to become an IITian, one day. About the Author The man needs no introductions but still for the uninformed and un-updated few, Arpit is a national level quizzes expert and a great observer. He is confident about his approach to everything. Everyone is impressed by his magnificent ideas and knowledge , be it his friends or the whole county. His various achievement s are :- AIR-1 in IIT JEE State rank 1 in AIEEE Rank 1 in advance regional mathematics Olympiad 2012 Kvpy scholar in 2011 96.4% in the CBSE exams(98% in PCM) NTSE scholar 2008 He also cleared national chemistry Olympiad MY ENCOUNTER WITH THE IIT JEE will add another feather to his cap.

    Our senses are not equipped to see the universe as it is, and routinely let us down in that quest—the world appears flat, the stars seem fixed in the heavens. That is why we invented math and science—the ultimate toolkit to explain how the world really works.In this book, mathematician Hannah Fry and geneticist Adam Rutherford investigate everyday mysteries (does your dog love you?) alongside the burning questions of time, space, and the origin of the universe. What will the end of the world look like, and when will it happen? What is time, and where does it come from? Approaching these questions and more with science and math rigorous and playful, Rutherford and Fry celebrate the weirdness of the cosmos, and reveal its secrets along the way.

    His illuminating explanation is addressed to the person who wants to understand the place of mathematics in modern civilization but who has been intimidated by its supposed difficulty. Mathematics is the language of size, shape, and order—a language Hogben shows one can both master and enjoy.

    There are hours of fun to be had with Japanese puzzles, including hanjie, kakuro, hitori, sudoku, and lots more. Let the brain games begin.

    But every year thousands of research papers are published, some of which contradict each other. How can busy teachers know which research is worth investing time in reading and understanding? And how easily is that academic research translated into excellent practice in the classroom?In this thorough, enlightening and comprehensive book, Carl Hendrick and Robin Macpherson ask 18 of today's leading educational thinkers to distill the most up-to-date research into effective classroom practice in 10 of the most important areas of teaching. The result is a fascinating manual that will benefit every single teacher in every single school, in all four corners of the globe.Contributors: Assessment, marking & feedback: Dylan Wiliam & Daisy Christodoulou; Behaviour: Tom Bennett & Jill Berry; Classroom talk and questioning: Martin Robinson & Doug Lemov; Learning myths: David Didau & Pedro de Bruyckere; Motivation: Nick Rose & Lucy Crehan; Psychology and memory: Paul Kirschner & Yana Weinstein; SEN: Jarlath O Brien & Maggie Snowling; Technology: Jose Picardo & Neelam Parmar; Reading and literacy: Alex Quigley & Dianne Murphy