Book picks similar to
Dear Data by Giorgia Lupi
non-fiction
design
nonfiction
art
Making and Breaking the Grid: A Graphic Design Layout Workshop
Timothy Samara - 2003
Effective layout is essential to communication and enables the end user not only to be drawn in with an innovative design but to digest information easily. Making and Breaking the Grid is a comprehensive layout design workshop that assumes that in order to effectively break the rules of grid-based design, one must first understand those rules and see them applied in real-world projects.Text reveals top designers' work in process and rationale. Projects with similar characteristics are linked through a simple notational system that encourages exploration and comparison of structure ideas. Also included are historical overviews that summarize the development of layout concepts, both grid-based and non-grid based, in modern design practice.
The Only Rule Is It Has to Work: Our Wild Experiment Building a New Kind of Baseball Team
Ben Lindbergh - 2016
That's what Ben Lindbergh and Sam Miller got to do when the Sonoma Stompers, an independent minor-league team in California, offered them the chance to run the team's baseball operations according to the most advanced statistics. The Only Rule Is It Has to Work is unlike any other baseball tale you've ever read.We tag along as Lindbergh and Miller apply their number-crunching insights to all aspects of assembling and running a team. We meet colorful figures like general manager Theo Fightmaster and boundary-breakers like the first openly gay professional player and the first Japanese manager in American professional baseball. Even José Canseco makes a cameo appearance.Will sabermetrics bring the Stompers a championship, or will they fall on their face? Will the team have a competitive advantage or is the old folk wisdom really true after all? Will the players be able to maximize their talents and attract the attention of big-league scouts, or will this be a fast track to oblivion?It's a wild ride, as the authors' infectious enthusiasm and feel for the absurd make the Stompers' story one that will speak to numbers geeks and traditionalists alike. And it proves that you don't need a bat or a glove to make a genuine contribution to the game.
Probability Theory: The Logic of Science
E.T. Jaynes - 1999
It discusses new results, along with applications of probability theory to a variety of problems. The book contains many exercises and is suitable for use as a textbook on graduate-level courses involving data analysis. Aimed at readers already familiar with applied mathematics at an advanced undergraduate level or higher, it is of interest to scientists concerned with inference from incomplete information.
A Place of My Own: The Education of an Amateur Builder
Michael Pollan - 1997
Now Pollan turns his sharp insight to the craft of building, as he recounts the process of designing and constructing a small one-room structure on his rural Connecticut property--a place in which he hoped to read, write and daydream, built with his two own unhandy hands.Invoking the titans of architecture, literature and philosophy, from Vitrivius to Thoreau, from the Chinese masters of feng shui to the revolutionary Frank Lloyd Wright, Pollan brilliantly chronicles a realm of blueprints, joints and trusses as he peers into the ephemeral nature of "houseness" itself. From the spark of an idea to the search for a perfect site to the raising of a ridgepole, Pollan revels in the infinitely detailed, complex process of creating a finished structure. At once superbly written, informative and enormously entertaining, A Place of My Own is for anyone who has ever wondered how the walls around us take shape--and how we might shape them ourselves.A Place of My Own recounts his two-and-a-half-year journey of discovery in an absorbing narrative that deftly weaves the day-to-day work of design and building--from siting to blueprint, from the pouring of foundations to finish carpentry--with reflections on everything form the power of place to shape our lives to the question of what constitutes "real work" in a technological society.A book about craft that is itself beautifully crafted, linking the world of the body and material things with the realm of mind, heart, and spirit, A Place of My Own has received extraordinary praise.
Python Machine Learning
Sebastian Raschka - 2015
We are living in an age where data comes in abundance, and thanks to the self-learning algorithms from the field of machine learning, we can turn this data into knowledge. Automated speech recognition on our smart phones, web search engines, e-mail spam filters, the recommendation systems of our favorite movie streaming services – machine learning makes it all possible.Thanks to the many powerful open-source libraries that have been developed in recent years, machine learning is now right at our fingertips. Python provides the perfect environment to build machine learning systems productively.This book will teach you the fundamentals of machine learning and how to utilize these in real-world applications using Python. Step-by-step, you will expand your skill set with the best practices for transforming raw data into useful information, developing learning algorithms efficiently, and evaluating results.You will discover the different problem categories that machine learning can solve and explore how to classify objects, predict continuous outcomes with regression analysis, and find hidden structures in data via clustering. You will build your own machine learning system for sentiment analysis and finally, learn how to embed your model into a web app to share with the world
Data and Goliath: The Hidden Battles to Collect Your Data and Control Your World
Bruce Schneier - 2015
Your online and in-store purchasing patterns are recorded, and reveal if you're unemployed, sick, or pregnant. Your e-mails and texts expose your intimate and casual friends. Google knows what you’re thinking because it saves your private searches. Facebook can determine your sexual orientation without you ever mentioning it.The powers that surveil us do more than simply store this information. Corporations use surveillance to manipulate not only the news articles and advertisements we each see, but also the prices we’re offered. Governments use surveillance to discriminate, censor, chill free speech, and put people in danger worldwide. And both sides share this information with each other or, even worse, lose it to cybercriminals in huge data breaches.Much of this is voluntary: we cooperate with corporate surveillance because it promises us convenience, and we submit to government surveillance because it promises us protection. The result is a mass surveillance society of our own making. But have we given up more than we’ve gained? In Data and Goliath, security expert Bruce Schneier offers another path, one that values both security and privacy. He brings his bestseller up-to-date with a new preface covering the latest developments, and then shows us exactly what we can do to reform government surveillance programs, shake up surveillance-based business models, and protect our individual privacy. You'll never look at your phone, your computer, your credit cards, or even your car in the same way again.
The Zen of CSS Design: Visual Enlightenment for the Web
Dave Shea - 2005
Proving once and for all that standards-compliant design does not equal dull design, this inspiring tome uses examples from the landmark CSS Zen Garden site as the foundation for discussions on how to create beautiful, progressive CSS-based Web sites.
Interviewing Users: How to Uncover Compelling Insights
Steve Portigal - 2013
Everyone can ask questions, right? Unfortunately, that's not the case. Interviewing Users provides invaluable interviewing techniques and tools that enable you to conduct informative interviews with anyone. You'll move from simply gathering data to uncovering powerful insights about people.Interviewing Users will explain how to succeed with interviewing, including:* Embracing how other people see the world* Building rapport to create engaging and exciting interactions* Listening in order to build rapport.With this book, Steve Portigal uses stories and examples from his 15 years of experience to show how interviewing can be incorporated into the design process, helping you learn the best and right information to inform and inspire your design.
What We See When We Read
Peter Mendelsund - 2014
A VINTAGE ORIGINAL.What do we see when we read? Did Tolstoy really describe Anna Karenina? Did Melville ever really tell us what, exactly, Ishmael looked like? The collection of fragmented images on a page - a graceful ear there, a stray curl, a hat positioned just so - and other clues and signifiers helps us to create an image of a character. But in fact our sense that we know a character intimately has little to do with our ability to concretely picture our beloved - or reviled - literary figures.In this remarkable work of nonfiction, Knopf's Associate Art Director Peter Mendelsund combines his profession, as an award-winning designer; his first career, as a classically trained pianist; and his first love, literature - he thinks of himself first, and foremost, as a reader - into what is sure to be one of the most provocative and unusual investigations into how we understand the act of reading.
Building Microservices: Designing Fine-Grained Systems
Sam Newman - 2014
But developing these systems brings its own set of headaches. With lots of examples and practical advice, this book takes a holistic view of the topics that system architects and administrators must consider when building, managing, and evolving microservice architectures.Microservice technologies are moving quickly. Author Sam Newman provides you with a firm grounding in the concepts while diving into current solutions for modeling, integrating, testing, deploying, and monitoring your own autonomous services. You'll follow a fictional company throughout the book to learn how building a microservice architecture affects a single domain.Discover how microservices allow you to align your system design with your organization's goalsLearn options for integrating a service with the rest of your systemTake an incremental approach when splitting monolithic codebasesDeploy individual microservices through continuous integrationExamine the complexities of testing and monitoring distributed servicesManage security with user-to-service and service-to-service modelsUnderstand the challenges of scaling microservice architectures
Creative Quest
Ahmir Questlove Thompson - 2018
He addresses many topics—what it means to be creative, how to find a mentor and serve as an apprentice, the wisdom of maintaining a creative network, coping with critics and the foibles of success, and the specific pitfalls of contemporary culture—all in the service of guiding admirers who have followed his career and newcomers not yet acquainted with his story. Whether discussing his own life or channeling the lessons he’s learned from forefathers such as George Clinton, collaborators like D’Angelo, or like-minded artists including Ava DuVernay, David Byrne, Björk, and others, Questlove speaks with the candor and enthusiasm that fans have come to expect. Creative Quest is many things—above all, a wise and wide-ranging conversation around the eternal mystery of creativity.
Agile Estimating and Planning
Mike Cohn - 2005
In this book, Agile Alliance cofounder Mike Cohn discusses the philosophy of agile estimating and planning and shows you exactly how to get the job done, with real-world examples and case studies.Concepts are clearly illustrated and readers are guided, step by step, toward how to answer the following questions: What will we build? How big will it be? When must it be done? How much can I really complete by then? You will first learn what makes a good plan-and then what makes it agile.Using the techniques in
Agile Estimating and Planning
, you can stay agile from start to finish, saving time, conserving resources, and accomplishing more. Highlights include:Why conventional prescriptive planning fails and why agile planning works How to estimate feature size using story points and ideal days--and when to use each How and when to re-estimate How to prioritize features using both financial and nonfinancial approaches How to split large features into smaller, more manageable ones How to plan iterations and predict your team's initial rate of progress How to schedule projects that have unusually high uncertainty or schedule-related risk How to estimate projects that will be worked on by multiple teams
Agile Estimating and Planning
supports any agile, semiagile, or iterative process, including Scrum, XP, Feature-Driven Development, Crystal, Adaptive Software Development, DSDM, Unified Process, and many more. It will be an indispensable resource for every development manager, team leader, and team member.
100 Ideas That Changed Graphic Design
Steven Heller - 2012
The 100 entries, arranged broadly in chronological order, range from technical (overprinting, rub-on designs, split fountain); to stylistic (swashes on caps, loud typography, and white space); to objects (dust jackets, design handbooks); and methods (paper cut-outs, pixelation).
Draft No. 4: On the Writing Process
John McPhee - 2013
4 is an elucidation of the writer's craft by a master practitioner. In a series of playful but expertly wrought essays, John McPhee shares insights he's gathered over his career and refined during his long-running course at Princeton University, where he has launched some of the most esteemed writers of several generations. McPhee offers a definitive guide to the crucial decisions regarding structure, diction, and tone that shape nonfiction pieces, and presents extracts from some of his best-loved work, subjecting them to wry scrutiny. The result is a vivid depiction of the writing process, from reporting to drafting to revising and revising, and revising.More than a compendium of advice, Draft No. 4 is enriched by personal detail and charming reflections on the life of a writer. McPhee describes his enduring relationships with The New Yorker and Farrar, Straus and Giroux, and recalls his early years at Time magazine. Enlivened by his keen sense of writing as a way of being in the world, Draft No. 4 is the long-awaited master class given by America's most renowned writing instructor.
Weaving the Web: The Original Design and Ultimate Destiny of the World Wide Web
Tim Berners-Lee - 1999
Named one of the greatest minds of the 20th century by Time, Tim Berners-Lee is responsible for one of that century's most important advancements: the world wide web. Now, this low-profile genius - who never personally profited from his invention - offers a compelling portrait of his invention. He reveals the Web's origins and the creation of the now ubiquitous http and www acronyms and shares his views on such critical issues as censorship, privacy, the increasing power of software companies, and the need to find the ideal balance between commercial and social forces. He offers insights into the true nature of the Web, showing readers how to use it to its fullest advantage. And he presents his own plan for the Web's future, calling for the active support and participation of programmers, computer manufacturers, and social organizations to manage and maintain this valuable resource so that it can remain a powerful force for social change and an outlet for individual creativity.