This book introduces you to R, RStudio, and the tidyverse, a collection of R packages designed to work together to make data science fast, fluent, and fun. Suitable for readers with no previous programming experience, R for Data Science is designed to get you doing data science as quickly as possible. Authors Hadley Wickham and Garrett Grolemund guide you through the steps of importing, wrangling, exploring, and modeling your data and communicating the results. You’ll get a complete, big-picture understanding of the data science cycle, along with basic tools you need to manage the details. Each section of the book is paired with exercises to help you practice what you’ve learned along the way. You’ll learn how to: Wrangle—transform your datasets into a form convenient for analysis Program—learn powerful R tools for solving data problems with greater clarity and ease Explore—examine your data, generate hypotheses, and quickly test them Model—provide a low-dimensional summary that captures true "signals" in your dataset Communicate—learn R Markdown for integrating prose, code, and results

    His distinctive brand of architecture, usually moulded around local building traditions (especially those of Kerela, his adopted home state in south India), is instantly identifiable and has, unsurprisingly, revolutionized traditional concepts of architecture in India. Baker's architecture is responsive, uses local materials and lays stress on low-cost design.This biograpy of Laurie Baker, like his work, is direct, simple and comprehensive; further embellished with sketches, plans, photographs and some of Baker's own writings, the book offers the professional architect view of the life, methods and thoughts of an unorthodox genius.

    One of the most celebrated living architects, Ando is best known for crafting serenely austere structures that fuse Japanese building traditions with Western modernism. His minimalist masterworks-geometric forms clad in silky-smooth exposed concrete-are suffused with natural light and set in perfect harmony with the landscape. In these highlights from lectures delivered at the University of Tokyo's Graduate School of Architecture, Ando candidly describes his experiences as a largely self-taught practitioner, tracing his development from an early interest in the traditional building craft of his native Japan through his political awakening in the turbulent 1960s to his current stature as one of the world's foremost architects. In addition to exploring his aesthetic influences and working process, Ando offers students a road map not only for maintaining professional integrity, but also for becoming effective agents of change in the world.

    New co-authors--Irl Bivens and Stephen Davis--from Davidson College; both distinguished educators and writers.* More emphasis on graphing calculators in exercises and examples, including CAS capabilities of graphing calculators.* More problems using tabular data and more emphasis on mathematical modeling.

    In this revised edition of Mr. Giedion's classic work, major sections have been added and there are 81 new illustrations. The chapters on leading contemporary architects have been greatly expanded. There is new material on the later development of Frank Lloyd Wright and the more recent buildings of Walter Gropius, particularly his American Embassy in Athens. In his discussion of Le Corbusier, Mr. Giedion provides detailed analyses of the Carpenter Center at Harvard University, Le Corbusier's only building in the United States, and his Priory of La Tourette near Lyons. There is a section on his relations with his clients and an assessment of his influence on contemporary architecture, including a description of the Le Corbusier Center in Zurich (designed just before his death], which houses his works of art. The chapters on Mies van der Rohe and Alvar Aalto have been brought up to date with examples of their buildings in the sixties. There is an entirely new chapter on the Danish architect Jorn Utzon, whose work, as exemplified in his design for the Sydney Opera House, Mr. Giedion considers representative of post-World War II architectural concepts. A new essay, Changing Notions of the City, traces the evolution of the structure of the city throughout history and examines current attempts to deal with urban growth, as shown in the work of such architects as Jose Luis Sert, Kenzo Tange, and Fumihiko Maki. Mr. Sert's Peabody Terrace is discussed as an example of the interlocking of the collective andindividual spheres. Finally, the conclusion has been enlarged to include a survey of the limits of the organic in architecture.

    Enhancements to this edition include a more thorough coverage of transport processes, plus new or expanded coverage of separation process applications, fluidized beds, non-Newtonian fluids, membrane separation processes and gas-membrane theory, and much more. The book contains 240+ example problems and 550+ homework problems.

    They can be born into wealth or poverty, enjoying every privilege or struggling to make ends meet. They have parents -- gods, kings and emperors, governments, visionaries and madmen -- as well as friends and enemies. They have duties and responsibilities. They can endure crises of faith and purpose. They can succeed or fail. They can live. And, sooner or later, they die. In Fallen Glory, James Crawford uncovers the biographies of some of the world's most fascinating lost and ruined buildings, from the dawn of civilisation to the cyber era. The lives of these iconic structures are packed with drama and intrigue. Soap operas on the grandest scale, they feature war and religion, politics and art, love and betrayal, catastrophe and hope. Frequently their afterlives have been no less dramatic -- their memories used and abused down the millennia for purposes both sacred and profane. They provide the stage for a startling array of characters, including Gilgamesh, the Cretan Minotaur, Agamemnon, Nefertiti, Genghis Khan, Henry VIII, Catherine the Great, Adolf Hitler, and even Bruce Springsteen. Ranging from the deserts of Iraq, the banks of the Nile and the cloud forests of Peru, to the great cities of Jerusalem, Istanbul, Paris, Rome, London and New York, Fallen Glory is a unique guide to a world of vanished architecture. And, by picking through the fragments of our past, it asks what history s scattered ruins can tell us about our own future.

    The accompanying CD-ROM features a special student version of the award-winning virtual planetarium software Starry Night plus software animations and videos, all illustrations from the text, interactive Q&A and exercises, and supplementary resources. Material can be updated periodically from the Freeman Web site. www.whfreeman.com/astronomy. There is an online study guide offering a CD-Web guide, chapter objectives, key terms, review questions, Starry Night observations exercises and online tutorials.

    Could she use quantum tunnelling to get through the neighbour's fence and chase bunnies? What about quantum teleportation to catch squirrels before they climb out of reach? In this witty and informative book, Orzel and Emmy - the talking dog - discuss the key theories of Quantum Physics and its fascinating history. From quarks and gluons to Heisenberg's uncertainty principle, this is the perfect introduction to the fundamental laws which govern the universe.

    How Buildings Learn is a masterful new synthesis that proposes that buildings adapt best when constantly refined and reshaped by their occupants, and that architects can mature from being artists of space to becoming artists of time. From the connected farmhouses of New England to I.M. Pei's Media Lab, from "satisficing" to "form follows funding," from the evolution of bungalows to the invention of Santa Fe Style, from Low Road military surplus buildings to a High Road English classic like Chatsworth—this is a far-ranging survey of unexplored essential territory.More than any other human artifacts, buildings improve with time—if they're allowed to. How Buildings Learn shows how to work with time rather than against it.

    As the collection grew, the site attracted a following, which is now a huge and obsessive audience.The site features photos of the most remarkable handmade homes in the backcountry of America and all over the world. It has had over 10 million unique visitors, with 350,000 followers on Tumblr. Now Zach Klein, the creator of the site (and a co-founder of Vimeo) goes further into the most alluring images from the site and new getaways, including more interior photography and how-to advice for setting up a quiet place somewhere. With their idyllic settings, unique architecture and cozy interiors, the Cabin Porn photographs, are an invitation to slow down, take a deep breath, and feel the beauty and serenity that nature and simple construction can create.

    The Fourth Edition of volumes 1 and 2 is concerned with mechanics and E&M/Optics. New features include: expanded coverage of classic physics topics, substantial increases in the number of in-text examples which reinforce text exposition, the latest pedagogical and technical advances in the field, numerical analysis, computer-generated graphics, computer projects and much more.

    They have to be knowledgeable about a vast repertoire of processes, ranging from what used to be known as traditional "crafts" to the latest technology, to enable their designs to be manufactured effectively and efficiently. Information on the internet about such processes is often unreliable, and search engines do not usefully organize material for designers.This fundamental new resource explores innovative production techniques and materials that are having an impact on the design industry worldwide. Organized into four easily referenced parts—Forming, Cutting, Joining, and Finishing—over seventy manufacturing processes are explained in depth with full technical descriptions; analyses of the typical applications, design opportunities, and considerations each process offers; and information on cost, speed, and environmental impact. The accompanying step-by-step case studies look at a product or component being manufactured at a leading international supplier.A directory of more than fifty materials includes a detailed technical profile, images of typical applications and finishes, and an overview of each material's design characteristics. With some 1,200 color photographs and technical illustrations, specially commissioned for this book, this is the definitive reference for product designers, 3D designers, engineers, and architects who need a convenient, highly accessible, and practical reference.

    It provides up to date information on structural properties, the processing of materials and their applications.

    Intermediate Accounting integrates this new information throughout the chapters so they'll learn how to apply the new global accounting standards. Global examples are presented to clearly show how the information is utilised in the field. The use of various currencies is also explored, which is critical for accountants to know in today's global businesses environment.