Machine Learning


Tom M. Mitchell - 1986
    Mitchell covers the field of machine learning, the study of algorithms that allow computer programs to automatically improve through experience and that automatically infer general laws from specific data.

Go the F**k to Sleep


Adam Mansbach - 2011
    You know where you can go? The f**k to sleep.”Go the Fuck to Sleep is a book for parents who live in the real world, where a few snoozing kitties and cutesy rhymes don’t always send a toddler sailing blissfully off to dreamland. Profane, affectionate, and radically honest, it captures the familiar—and unspoken—tribulations of putting your little angel down for the night. Read by a host of celebrities, from Samuel L. Jackson to Jennifer Garner, this subversively funny bestselling storybook will not actually put your kids to sleep, but it will leave you laughing so hard you won’t care.

T-Rex Trying


Hugh Murphy - 2012
    It’s hard to be the Lizard King when you can’t even change a light bulb.Drawn from Hugh Murphy’s wildly popular Tumblr feed of the same name, T-Rex Trying depicts the stubby-armed tyrant in a range of hilarious—yet pathos-inducing—activities that we humans take for granted. Murphy’s 100 drawings include: T-Rex Trying to Paint His House T-Rex Trying to Use a Drive-Through ATM T-Rex Trying to Apply Sunscreen T-Rex Trying to Break Into a Vending Machine T-Rex Trying to Ask for a New Roll of Toilet Paper from the Next Stall Looks like the ancient beast isn’t so tough after all.

How to Think Like a Mathematician


Kevin Houston - 2009
    Working through the book you will develop an arsenal of techniques to help you unlock the meaning of definitions, theorems and proofs, solve problems, and write mathematics effectively. All the major methods of proof - direct method, cases, induction, contradiction and contrapositive - are featured. Concrete examples are used throughout, and you'll get plenty of practice on topics common to many courses such as divisors, Euclidean algorithms, modular arithmetic, equivalence relations, and injectivity and surjectivity of functions. The material has been tested by real students over many years so all the essentials are covered. With over 300 exercises to help you test your progress, you'll soon learn how to think like a mathematician.

Show Me the Numbers: Designing Tables and Graphs to Enlighten


Stephen Few - 2004
    Information is provided on the fundamental concepts of table and graph design, the numbers and knowledge most suitable for display in a graphic form, the best tabular means to communicate certain ideas, and the component-level aspects of design. Analysts, technicians, and managers will appreciate the solid theory behind this outline for ensuring that tables and graphs present quantitative business information in a truthful, attractive format that facilitates better decision making.

Probability For Dummies


Deborah J. Rumsey - 2006
    This book helps you even the odds. Using easy-to-understand explanations and examples, it demystifies probability -- and even offers savvy tips to boost your chances of gambling success Discover how to* Conquer combinations and permutations* Understand probability models from binomial to exponential* Make good decisions using probability* Play the odds in poker, roulette, and other games

Introduction to Error Analysis: The Study of Uncertainties in Physical Measurements


John R. Taylor - 1982
    It is designed as a reference for students in the physical sciences and engineering.

Prealgebra


Richard Rusczyk - 2011
    Topics covered in the book include the properties of arithmetic, exponents, primes and divisors, fractions, equations and inequalities, decimals, ratios and proportions, unit conversions and rates, percents, square roots, basic geometry (angles, perimeter, area, triangles, and quadrilaterals), statistics, counting and probability, and more! The text is structured to inspire the reader to explore and develop new ideas. Each section starts with problems, giving the student a chance to solve them without help before proceeding. The text then includes solutions to these problems, through which algebraic techniques are taught. Important facts and powerful problem solving approaches are highlighted throughout the text. In addition to the instructional material, the book contains well over 1000 problems. The solutions manual (sold separately) contains full solutions to all of the problems, not just answers. This book can serve as a complete Prealgebra course. This text is supplemented by free videos and a free learning system at the publisher's website.

Statistics for Business & Economics


James T. McClave - 1991
    Theoretical, yet applied. Statistics for Business and Economics, Eleventh Edition, gives you the best of both worlds. Using a rich array of applications from a variety of industries, McClave/Sincich/Benson clearly demonstrates how to use statistics effectively in a business environment.The book focuses on developing statistical thinking so the reader can better assess the credibility and value of inferences made from data. As consumers and future producers of statistical inferences, readers are introduced to a wide variety of data collection and analysis techniques to help them evaluate data and make informed business decisions. As with previous editions, this revision offers an abundance of applications with many new and updated exercises that draw on real business situations and recent economic events. The authors assume a background of basic algebra.

Calculus


Michael Spivak - 1967
    His aim is to present calculus as the first real encounter with mathematics: it is the place to learn how logical reasoning combined with fundamental concepts can be developed into a rigorous mathematical theory rather than a bunch of tools and techniques learned by rote. Since analysis is a subject students traditionally find difficult to grasp, Spivak provides leisurely explanations, a profusion of examples, a wide range of exercises and plenty of illustrations in an easy-going approach that enlightens difficult concepts and rewards effort. Calculus will continue to be regarded as a modern classic, ideal for honours students and mathematics majors, who seek an alternative to doorstop textbooks on calculus, and the more formidable introductions to real analysis.

Spacetime and Geometry: An Introduction to General Relativity


Sean Carroll - 2003
    With an accessible and lively writing style, it introduces modern techniques to what can often be a formal and intimidating subject. Readers are led from the physics of flat spacetime (special relativity), through the intricacies of differential geometry and Einstein's equations, and on to exciting applications such as black holes, gravitational radiation, and cosmology.

Group Theory in the Bedroom, and Other Mathematical Diversions


Brian Hayes - 2008
    (The also-rans that year included Tom Wolfe, Verlyn Klinkenborg, and Oliver Sacks.) Hayes's work in this genre has also appeared in such anthologies as The Best American Magazine Writing, The Best American Science and Nature Writing, and The Norton Reader. Here he offers us a selection of his most memorable and accessible pieces--including "Clock of Ages"--embellishing them with an overall, scene-setting preface, reconfigured illustrations, and a refreshingly self-critical "Afterthoughts" section appended to each essay.

Decision Trees and Random Forests: A Visual Introduction For Beginners: A Simple Guide to Machine Learning with Decision Trees


Chris Smith - 2017
     They are also used in countless industries such as medicine, manufacturing and finance to help companies make better decisions and reduce risk. Whether coded or scratched out by hand, both algorithms are powerful tools that can make a significant impact. This book is a visual introduction for beginners that unpacks the fundamentals of decision trees and random forests. If you want to dig into the basics with a visual twist plus create your own machine learning algorithms in Python, this book is for you.

Probability And Statistics For Engineering And The Sciences


Jay L. Devore - 1982
    In this book, a wealth of exercises are provided throughout each section, designed to reinforce learning and the logical comprehension of topics. The use of real data is incorporated much more extensively than in any other book on the market. Consist of strong coverage of computer-based methods, especially in the coverage of analysis of variance and regression. This text stresses mastery of methods most often used in medical research, with specific reference to actual medical literature and actual medical research. The approach minimizes mathematical formulation, yet gives complete explanations of all important concepts. Every new concept is systematically developed through completely worked-out examples from current medical research problems. Computer output is used to illustrate concepts when appropriate.

Things to Do in a Retirement Home Trailer Park


Aneurin Wright - 2012
    When Nye’s father phones to wish him a happy birthday, and reveals he has been "certified for hospice," Nye slumps down on the nearest doorstep in shock. Unemployment means that he is free to move in to the trailer park where his father lives, and assume the role of chief carer. Their daily schedule of pill counting and medical checks unfolds into an extraordinary world where the protagonist is a minotaur, his father a rhinoceros, social workers are sea turtles and mobile homes move atop gigantic elephants.