This book focuses on practical algorithms that have been used to solve key problems in data mining and which can be used on even the largest datasets. It begins with a discussion of the map-reduce framework, an important tool for parallelizing algorithms automatically. The authors explain the tricks of locality-sensitive hashing and stream processing algorithms for mining data that arrives too fast for exhaustive processing. The PageRank idea and related tricks for organizing the Web are covered next. Other chapters cover the problems of finding frequent itemsets and clustering. The final chapters cover two applications: recommendation systems and Web advertising, each vital in e-commerce. Written by two authorities in database and Web technologies, this book is essential reading for students and practitioners alike.

    Master the 3 C's of Head-Turning Design!Cover your basics with the book that covers everything from typography and color to layout and business issues! Jim Krause, author of the popular Index series, guides you through the understanding and practice of the three elements every successful visual design must have:Components: Learn how to get the most out of the photos, illustrations, icons, typography, linework, decoration, borders and backgrounds you use within your design.Composition: Practice combining the components of a design in a visually appealing way by using the principles of placement, grouping, alignment, flow and spacing to create a pleasing, cohesive design.Concept: Utilize the intangible elements of theme, connotation and style to present and deliver your message in a way that will wow your clients every time.Whether you're a new, mid-level or experienced designer who is brainstorming ideas or finalizing your presentation, this handy-to-use, take-it-with-you book will instruct and inspire you to new heights of creativity.

    Think about how many times you have been asked that question. How many times have you ever actually been right?We can debate all we want whether this is a fair question to ask given the tremendous amount of uncertainty in knowledge work, but the truth of the matter is that our customers are going to inquire about completion time whether we like it or not. Which means we need to come up with an accurate way to answer them. The problem is that the forecasting tools that we currently utilize have made us ill-equipped to provide accurate answers to reasonable customer questions. Until now.

    Each chapter is relatively self-contained and can be used as a unit of study. The algorithms are described in English and in a pseudocode designed to be readable by anyone who has done a little programming. The explanations have been kept elementary without sacrificing depth of coverage or mathematical rigor.

    Traditional linear thinking has beendisparaged by the popular media as being inadequate for dealing with the global economic crisis. Standard forms of marketing and product development have been rejected by businesses who need to find a way to stay competitive in a global economy. Yet little has been offered as an alternative. It isnot enough to demand that someone be more innovative without giving him the tools to succeed.Design synthesis is a way of thinking about complicated, multifaceted problems of this scale with a repeatable degree of success. Design synthesis methods can be applied in business, with the goal of producing new and compelling products and services, and they can be applied in government, with thegoal of changing culture and bettering society. In both contexts, however, there is a need for speed and for aggressive action. This text is immediately relevant, and is more relevant than ever, as we acknowledge and continually reference a feeling of an impending and massive change. Simply, thistext is intended to act as a practitioner's guide to exposing the magic of design.There are three simple goals for this text.The first goal is to present a theory of design synthesis in a simple and concise manner. This theory is based on academic research and discourse, but presented in a way that is clear and valuable to a practicing design manager, designer or design researcher. This theory of design synthesis can thenbe used to substantiate single methods of synthesis.The second goal is to offer a rationalization of why design synthesis is important, both in a general sense (why should I care about this at all?) as well as in a more immediate sense (why should I care about this right now?).The final goal is to present a set of actionable, learnable methods for design synthesis that can be applied to any design problem. Practicing industrial designers, interaction designers, interface designers, and designers of other disciplines can use these methods to make sense of complicateddesign problems and to move seamlessly from various forms of research to design. The methods can add a systematic sense of rigor to an otherwise subjective, often introspective process.

    Clandinin and Connelly have created a major tour de force. This book is lucid, fluid, beautifully argued, and rich in examples. Students will find a wealth of arguments to support their research, and teaching faculty will find everything they need to teach narrative inquiry theory and methods.--Yvonna S. Lincoln, professor, Department of Educational Administration, Texas A&M University Understanding experience as lived and told stories--also known as narrative inquiry--has gained popularity and credence in qualitative research. Unlike more traditional methods, narrative inquiry successfully captures personal and human dimensions that cannot be quantified into dry facts and numerical data. In this definitive guide, Jean Clandinin and Michael Connelly draw from more than twenty years of field experience to show how narrative inquiry can be used in educational and social science research. Tracing the origins of narrative inquiry in the social sciences, they offer new and practical ideas for conducting fieldwork, composing field notes, and conveying research results. Throughout the book, stories and examples reveal a wide range of narrative methods. Engaging and easy to read, Narrative Inquiry is a practical resource from experts who have long pioneered the use of narrative in qualitative research.

    With step-by-step guidance, Validating Product Ideas shows you how to tackle the research to build the best possible product.

    Written by the experts at Livework, this practical guide offers a tangible, effective approach for better responding to customers' needs and demands, and provides concrete strategy that can be implemented immediately. You'll learn how taking a design approach to problem solving helps foster creativity, and how to apply it to the real issues that move businesses forward. Highly visual and organized for easy navigation, this quick read is a handbook for connecting market factors to the organizational challenge of customer experience by seeing your company through the customers' eyes.Livework pioneered the service design industry, and guides organizations including Sony, the British Government, Volkswagen Procter & Gamble, the BBC, and more toward a more carefully curated customer experience. In this book, the Livework experts show you how to put service design to work in your company to solve the ongoing challenge of winning with customers. Approach customer experience from a design perspective See your organization through the lens of the customer Make customer experience an organization-wide responsibility Analyze the market factors that dovetail with customer experience designThe Internet and other digital technology has brought the world to your customers' fingertips. With unprecedented choice, consumers are demanding more than just a great product--the organizations coming out on top are designing and delivering experiences tailored to their customers' wants. "Service Design for Business" gives you the practical insight and service design perspective you need to shape the way your customers view your organization.

    Rachael's family comes to America to start a new life after fleeing the pogroms in Russia. Rebekah comes to America with her son, Samuel, fleeing his father, Misha, a Russian soldier with whom she had an affair and has threatened to take him away from her so he will not grow up as a Jew and the son of a cobbler. Set in the Lower East Side of New York and pre-revolutionary St. Petersburg, Russia, both women adjust to life in America until Misha kidnaps Samuel and returns with him to Russia. How Rebekah rises to the challenge of earning enough money as a designer of women's gowns to return to St. Petersburg to find her son, and the difficulties she encounters while there, including murder and prison, show the reader the full extent of a mother's ingenuity and determination when it comes to her child. Rachael also faces the possibility of losing a child to war when her son Solomon enlists in the army as America's entry into World War I approaches.

    Ironically, I must recommend that you read her every word so that you can find out why your customers won't read very many words on your website -- and what to do about it.-- Jakob Nielsen, Principal, Nielsen Norman Group"There are at least twelve billion web pages out there. Twelve billion voices talking, but saying mostly nothing. If just 1% of those pages followed Ginny's practical, clear advice, the world would be a better place. Fortunately, you can follow her advice for 100% of your own site's pages, so pick up a copy of Letting Go of the Words and start communicating effectively today."--Lou Rosenfeld, co-author, Information Architecture for the World Wide WebOn the web, whether on the job or at home, we usually want to grab information and use it quickly. We go to the web to get answers to questions or to complete tasks - to gather information, reading only what we need. We are all too busy to read much on the web.This book helps you write successfully for web users. It offers strategy, process, and tactics for creating or revising content for the web. It helps you plan, organize, write, design, and test web content that will make web users come back again and again to your site.Learn how to create usable and useful content for the web from the master - Ginny Redish. Ginny has taught and mentored hundreds of writers, information designers, and content owners in the principles and secrets of creating web information that is easy to scan, easy to read, and easy to use.This practical, informative book will help anyone creating web content do it better.Features* Clearly-explained guidelines with full color illustrations and examples from actual web sites throughout the book. * Written in easy-to-read style with many befores and afters.* Specific guidelines for web-based press releases, legal notices, and other documents.* Tips on making web content accessible for people with special needs.Janice (Ginny) Redish has been helping clients and colleagues communicate clearly for more than 20 years. For the past ten years, her focus has been helping people create usable and useful web sites. She is co-author of two classic books on usability: A Practical Guide to Usability Testing (with Joseph Dumas), and User and Task Analysis for Interface Design (with JoAnn Hackos), and is the recipient of many awards.

    Even if you don't immediately recognize his name, you have almost certainly used one of the radios, clocks, lighters, juicers, shelves or hundreds of other products he designed. He is famous not only for this vast array of well-formed products, but for his remarkably prescient ideas about the correct function of design in the messy, out-of-control world we inhabit today. These ideas are summed up in his 'ten principles' of good design: good design is innovative, useful, and aesthetic. Good design should be make a product easily understood. Good design is unobtrusive, honest, durable, thorough, and concerned with the environment. Most of all, good design is as little design as possible.In that spirit, this monograph is as little book as possible. It is a clear, comprehensive and beautiful presentation of Dieter Rams' life and his work. It is a must-have book for anyone interested in Rams' work, his legacy, and his ideas about how to live.

    This book covers the core concepts of operating systems without any unnecessary jargon or text. The authors put you on your way to mastering the fundamental concepts of operating systems while you also prepare for today's emerging developments.Covers the core concepts of operating systems Bypasses unnecessary and wordy text or jargon Encourages you to take your operating system knowledge to the next level Prepares you for today's emerging developments in the field of operating systems Operating Systems Concepts Essentials is a soup-to-nuts guide for all things involving operating systems!

    Hartmut explains innovation through the lens of design, and it's about time we gained his valuable perspective." --Guy Kawasaki, former chief evangelist, Apple and co-founder of Alltop.com"At Flextronics, we fell in love with Hartmut and frog, and their passion for bringing crazy great designs and design processes into the forefront of great product companies. We used their expertise to help our customers, many of the greatest product companies in the world, including Apple, HP, Cisco, Microsoft and others. It is a credit to Hartmut that in the midst of a shocking global recession, frog still sets quarterly revenue records. Theirs is a unique and fascinating story." --Michael Marks, partner, Riverwood Capital LLC and former CEO, Flextronics"Hartmut's new approach to design is felt in every room in every house in every country and in every business around the world. He proved that thoughtful design is not only good for people but is good for business--and that both are interlinked. I have been fortunate to have observed first hand his impact at Sony, Apple, and HP?and have learned so much from him. He is an unsung hero of our times! A Fine Line is a must-read for designers and business people alike." --Satjiv Chahil, senior vice president, Hewlett-Packard"A fascinating, breathtaking, and exemplary insight into a success story that never had so much topicality, and so much informative potential as just now. Esslinger offers an honest and encouraging portrait of the incredible power of the business and design alliance. A Fine Line is a handbook of design expertise and the art of business at its best, showing a variety of radical solutions and fresh new ideas." --Professor Dr Peter Zec, president, ICSID and founder, red dot awards

    But from the ruins of civilization, humanity creates new technologies and unlocks hidden, latent potential within themselves, and through the sacrifices of heroes from around the globe, somehow manages to survive. But dangers lurk within the depths of the oceans, growing stronger. Humanity has caught a moment of reprieve, but must continue to evolve in order to stay alive. Mu Feng, born mute and weak to a retired battle specialist, may just be the least likely candidate to become the next savior of humanity. Enjoy this great Xianxia/Wuxia Cultivation novel. Myriad Stars is an universe filled with cultivators and a great deal of LitRPG/GameLit stuff.

    "Web Analytics 2.0" presents a new framework that will permanently change how you think about analytics. It provides specific recommendations for creating an actionable strategy, applying analytical techniques correctly, solving challenges such as measuring social media and multichannel campaigns, achieving optimal success by leveraging experimentation, and employing tactics for truly listening to your customers. The book will help your organization become more data driven while you become a super analysis ninja Note: CD-ROM/DVD and other supplementary materials are not included as part of eBook file.