Download The Difference Engine Pdf

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The Difference Engine

The Difference Engine Pdf/ePub eBook Author:
Editor: Spectra
ISBN: 0345532589
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The Difference Engine by Summary

1855: The Industrial Revolution is in full and inexorable swing, powered by steam-driven cybernetic Engines. Charles Babbage perfects his Analytical Engine and the computer age arrives a century ahead of its time. And three extraordinary characters race toward a rendezvous with history—and the future: Sybil Gerard—a fallen woman, politician’s tart, daughter of a Luddite agitator Edward “Leviathan” Mallory—explorer and paleontologist Laurence Oliphant—diplomat, mystic, and spy. Their adventure begins with the discovery of a box of punched Engine cards of unknown origin and purpose. Cards someone wants badly enough to kill for…. Part detective story, part historical thriller, The Difference Engine is the collaborative masterpiece by two of the most acclaimed science fiction authors writing today. Provocative, compelling, intensely imagined, it is a startling extension of Gibson’s and Sterling’s unique visions—and the beginning of movement we know today as “steampunk!”

Airplane Flying Handbook (FAA-H-8083-3A)

Airplane Flying Handbook (FAA-H-8083-3A) Pdf/ePub eBook Author: Federal Aviation Administration
Editor: Simon and Schuster
ISBN: 1628733284
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Airplane Flying Handbook (FAA-H-8083-3A) by Federal Aviation Administration Summary

The Federal Aviation Administration’s Airplane Flying Handbook provides pilots, student pi-lots, aviation instructors, and aviation specialists with information on every topic needed to qualify for and excel in the field of aviation. Topics covered include: ground operations, cockpit management, the four fundamentals of flying, integrated flight control, slow flights, stalls, spins, takeoff, ground reference maneuvers, night operations, and much more. The Airplane Flying Handbook is a great study guide for current pilots and for potential pilots who are interested in applying for their first license. It is also the perfect gift for any aircraft or aeronautical buff.

Deep Learning with PyTorch

Deep Learning with PyTorch Pdf/ePub eBook Author: Luca Pietro Giovanni Antiga,Eli Stevens,Thomas Viehmann
Editor: Simon and Schuster
ISBN: 1638354073
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Deep Learning with PyTorch by Luca Pietro Giovanni Antiga,Eli Stevens,Thomas Viehmann Summary

“We finally have the definitive treatise on PyTorch! It covers the basics and abstractions in great detail. I hope this book becomes your extended reference document.” —Soumith Chintala, co-creator of PyTorch Key Features Written by PyTorch’s creator and key contributors Develop deep learning models in a familiar Pythonic way Use PyTorch to build an image classifier for cancer detection Diagnose problems with your neural network and improve training with data augmentation Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About The Book Every other day we hear about new ways to put deep learning to good use: improved medical imaging, accurate credit card fraud detection, long range weather forecasting, and more. PyTorch puts these superpowers in your hands. Instantly familiar to anyone who knows Python data tools like NumPy and Scikit-learn, PyTorch simplifies deep learning without sacrificing advanced features. It’s great for building quick models, and it scales smoothly from laptop to enterprise. Deep Learning with PyTorch teaches you to create deep learning and neural network systems with PyTorch. This practical book gets you to work right away building a tumor image classifier from scratch. After covering the basics, you’ll learn best practices for the entire deep learning pipeline, tackling advanced projects as your PyTorch skills become more sophisticated. All code samples are easy to explore in downloadable Jupyter notebooks. What You Will Learn Understanding deep learning data structures such as tensors and neural networks Best practices for the PyTorch Tensor API, loading data in Python, and visualizing results Implementing modules and loss functions Utilizing pretrained models from PyTorch Hub Methods for training networks with limited inputs Sifting through unreliable results to diagnose and fix problems in your neural network Improve your results with augmented data, better model architecture, and fine tuning This Book Is Written For For Python programmers with an interest in machine learning. No experience with PyTorch or other deep learning frameworks is required. About The Authors Eli Stevens has worked in Silicon Valley for the past 15 years as a software engineer, and the past 7 years as Chief Technical Officer of a startup making medical device software. Luca Antiga is co-founder and CEO of an AI engineering company located in Bergamo, Italy, and a regular contributor to PyTorch. Thomas Viehmann is a Machine Learning and PyTorch speciality trainer and consultant based in Munich, Germany and a PyTorch core developer. Table of Contents PART 1 - CORE PYTORCH 1 Introducing deep learning and the PyTorch Library 2 Pretrained networks 3 It starts with a tensor 4 Real-world data representation using tensors 5 The mechanics of learning 6 Using a neural network to fit the data 7 Telling birds from airplanes: Learning from images 8 Using convolutions to generalize PART 2 - LEARNING FROM IMAGES IN THE REAL WORLD: EARLY DETECTION OF LUNG CANCER 9 Using PyTorch to fight cancer 10 Combining data sources into a unified dataset 11 Training a classification model to detect suspected tumors 12 Improving training with metrics and augmentation 13 Using segmentation to find suspected nodules 14 End-to-end nodule analysis, and where to go next PART 3 - DEPLOYMENT 15 Deploying to production

Out of My Mind

Out of My Mind Pdf/ePub eBook Author: Sharon M. Draper
Editor: Simon and Schuster
ISBN: 1416980458
FileSize: 611kb
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Out of My Mind by Sharon M. Draper Summary

A New York Times bestseller for three years and counting! “A gutsy, candid, and compelling story. It speaks volumes.” —School Library Journal (starred review) “Unflinching and realistic.” —Kirkus Reviews (starred review) From award-winning author Sharon Draper comes a story that will forever change how we all look at anyone with a disability, perfect for fans of RJ Palacio’s Wonder. Eleven-year-old Melody is not like most people. She can’t walk. She can’t talk. She can’t write. All because she has cerebral palsy. But she also has a photographic memory; she can remember every detail of everything she has ever experienced. She’s the smartest kid in her whole school, but NO ONE knows it. Most people—her teachers, her doctors, her classmates—dismiss her as mentally challenged because she can’t tell them otherwise. But Melody refuses to be defined by her disability. And she’s determined to let everyone know it…somehow.

Idoru

Idoru Pdf/ePub eBook Author: William Gibson
Editor: Penguin
ISBN: 1101158050
FileSize: 1863kb
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Idoru by William Gibson Summary

“The best novel William Gibson has ever written about the world we’re entering daily. Neuromancer made Gibson famous; Idoru cements that fame.”—The Washington Post Book World 21st century Tokyo, after the millennial quake. Neon rain. Light everywhere blowing under any door you might try to close. Where the New Buildings, the largest in the world, erect themselves unaided, their slow rippling movements like the contractions of a sea-creature... Colin Laney is here looking for work. He is an intuitive fisher for patterns of information, the “signature” an individual creates simply by going about the business of living. But Laney knows how to sift for the dangerous bits. Which makes him useful—to certain people. Chia McKenzie is here on a rescue mission. She’s fourteen. Her idol is the singer Rez, of the band Lo/Rez. When the Seattle chapter of the Lo/Rez fan club decided that he might be in trouble in Tokyo, they sent Chia to check it out. Rei Toei is the idoru—the beautiful, entirely virtual media star adored by all Japan. Rez has declared that he will marry her. This is the rumor that has brought Chia to Tokyo. True or not, the idoru and the powerful interests surrounding her are enough to put all their lives in danger...

All Tomorrow's Parties

All Tomorrow's Parties Pdf/ePub eBook Author: William Gibson
Editor: Penguin
ISBN: 1101146486
FileSize: 1265kb
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All Tomorrow's Parties by William Gibson Summary

“The ferociously talented Gibson delivers his signature mélange of technopop splendor and post-industrial squalor” (Time) in this New York Times bestseller that features his hero from Idoru... Colin Laney, sensitive to patterns of information like no one else on earth, currently resides in a cardboard box in Tokyo. His body shakes with fever dreams, but his mind roams free as always, and he knows something is about to happen. Not in Tokyo; he will not see this thing himself. Something is about to happen in San Francisco. The mists make it easy to hide, if hiding is what you want, and even at the best of times reality there seems to shift. A gray man moves elegantly through the mists, leaving bodies in his wake, so that a tide of absences alerts Laney to his presence. A boy named Silencio does not speak, but flies through webs of cyber-information in search of the one object that has seized his imagination. And Rei Toi, the Japanese Idoru, continues her study of all things human. She herself is not human, not quite, but she’s working on it. And in the mists of San Francisco, at this rare moment in history, who is to say what is or is not impossible...

Machine Learning

Machine Learning Pdf/ePub eBook Author: Kevin P. Murphy
Editor: MIT Press
ISBN: 0262304325
FileSize: 520kb
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Machine Learning by Kevin P. Murphy Summary

A comprehensive introduction to machine learning that uses probabilistic models and inference as a unifying approach. Today's Web-enabled deluge of electronic data calls for automated methods of data analysis. Machine learning provides these, developing methods that can automatically detect patterns in data and then use the uncovered patterns to predict future data. This textbook offers a comprehensive and self-contained introduction to the field of machine learning, based on a unified, probabilistic approach. The coverage combines breadth and depth, offering necessary background material on such topics as probability, optimization, and linear algebra as well as discussion of recent developments in the field, including conditional random fields, L1 regularization, and deep learning. The book is written in an informal, accessible style, complete with pseudo-code for the most important algorithms. All topics are copiously illustrated with color images and worked examples drawn from such application domains as biology, text processing, computer vision, and robotics. Rather than providing a cookbook of different heuristic methods, the book stresses a principled model-based approach, often using the language of graphical models to specify models in a concise and intuitive way. Almost all the models described have been implemented in a MATLAB software package—PMTK (probabilistic modeling toolkit)—that is freely available online. The book is suitable for upper-level undergraduates with an introductory-level college math background and beginning graduate students.

Virtual Light

Virtual Light Pdf/ePub eBook Author: William Gibson
Editor: Spectra
ISBN: 0307831183
FileSize: 875kb
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Virtual Light by William Gibson Summary

NEW YORK TIMES bestseller • 2005: Welcome to NoCal and SoCal, the uneasy sister-states of what used to be California. The millennium has come and gone, leaving in its wake only stunned survivors. In Los Angeles, Berry Rydell is a former armed-response rentacop now working for a bounty hunter. Chevette Washington is a bicycle messenger turned pickpocket who impulsively snatches a pair of innocent-looking sunglasses. But these are no ordinary shades. What you can see through these high-tech specs can make you rich—or get you killed. Now Berry and Chevette are on the run, zeroing in on the digitalized heart of DatAmerica, where pure information is the greatest high. And a mind can be a terrible thing to crash. . . . Praise for Virtual Light “Both exhilarating and terrifying . . . Although considered the master of 'cyberpunk' science fiction, William Gibson is also one fine suspense writer.”—People “A stunner . . . A terrifically stylish burst of kick-butt imagination.”—Entertainment Weekly “Convincing . . . frightening . . . Virtual Light is written with a sense of craft, a sense of humor and a sense of the ultimate seriousness of the problems it explores.”—Chicago Tribune “In the emerging pop culture of the information age, Gibson is the brightest star.”—The San Diego Union-Tribune

R Markdown

R Markdown Pdf/ePub eBook Author: Yihui Xie,J.J. Allaire,Garrett Grolemund
Editor: CRC Press
ISBN: 0429782977
FileSize: 1464kb
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R Markdown by Yihui Xie,J.J. Allaire,Garrett Grolemund Summary

R Markdown: The Definitive Guide is the first official book authored by the core R Markdown developers that provides a comprehensive and accurate reference to the R Markdown ecosystem. With R Markdown, you can easily create reproducible data analysis reports, presentations, dashboards, interactive applications, books, dissertations, websites, and journal articles, while enjoying the simplicity of Markdown and the great power of R and other languages. In this book, you will learn Basics: Syntax of Markdown and R code chunks, how to generate figures and tables, and how to use other computing languages Built-in output formats of R Markdown: PDF/HTML/Word/RTF/Markdown documents and ioslides/Slidy/Beamer/PowerPoint presentations Extensions and applications: Dashboards, Tufte handouts, xaringan/reveal.js presentations, websites, books, journal articles, and interactive tutorials Advanced topics: Parameterized reports, HTML widgets, document templates, custom output formats, and Shiny documents. Yihui Xie is a software engineer at RStudio. He has authored and co-authored several R packages, including knitr, rmarkdown, bookdown, blogdown, shiny, xaringan, and animation. He has published three other books, Dynamic Documents with R and knitr, bookdown: Authoring Books and Technical Documents with R Markdown, and blogdown: Creating Websites with R Markdown. J.J. Allaire is the founder of RStudio and the creator of the RStudio IDE. He is an author of several packages in the R Markdown ecosystem including rmarkdown, flexdashboard, learnr, and radix. Garrett Grolemund is the co-author of R for Data Science and author of Hands-On Programming with R. He wrote the lubridate R package and works for RStudio as an advocate who trains engineers to do data science with R and the Tidyverse.

Sophie's World

Sophie's World Pdf/ePub eBook Author: Jostein Gaarder
Editor: Farrar, Straus and Giroux
ISBN: 1466804270
FileSize: 1786kb
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Sophie's World by Jostein Gaarder Summary

One day Sophie comes home from school to find two questions in her mail: "Who are you?" and "Where does the world come from?" Before she knows it she is enrolled in a correspondence course with a mysterious philosopher. Thus begins Jostein Gaarder's unique novel, which is not only a mystery, but also a complete and entertaining history of philosophy.

Graph Representation Learning

Graph Representation Learning Pdf/ePub eBook Author: William L. Hamilton
Editor: Morgan & Claypool Publishers
ISBN: 168173964X
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Graph Representation Learning by William L. Hamilton Summary

Graph-structured data is ubiquitous throughout the natural and social sciences, from telecommunication networks to quantum chemistry. Building relational inductive biases into deep learning architectures is crucial for creating systems that can learn, reason, and generalize from this kind of data. Recent years have seen a surge in research on graph representation learning, including techniques for deep graph embeddings, generalizations of convolutional neural networks to graph-structured data, and neural message-passing approaches inspired by belief propagation. These advances in graph representation learning have led to new state-of-the-art results in numerous domains, including chemical synthesis, 3D vision, recommender systems, question answering, and social network analysis. This book provides a synthesis and overview of graph representation learning. It begins with a discussion of the goals of graph representation learning as well as key methodological foundations in graph theory and network analysis. Following this, the book introduces and reviews methods for learning node embeddings, including random-walk-based methods and applications to knowledge graphs. It then provides a technical synthesis and introduction to the highly successful graph neural network (GNN) formalism, which has become a dominant and fast-growing paradigm for deep learning with graph data. The book concludes with a synthesis of recent advancements in deep generative models for graphs—a nascent but quickly growing subset of graph representation learning.

The Future of Productivity

The Future of Productivity Pdf/ePub eBook Author: OECD
Editor: OECD Publishing
ISBN: 9264248536
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The Future of Productivity by OECD Summary

This book addresses the rising productivity gap between the global frontier and other firms, and identifies a number of structural impediments constraining business start-ups, knowledge diffusion and resource allocation (such as barriers to up-scaling and relatively high rates of skill mismatch).

PISA Take the Test Sample Questions from OECD's PISA Assessments

PISA Take the Test Sample Questions from OECD's PISA Assessments Pdf/ePub eBook Author: OECD
Editor: OECD Publishing
ISBN: 9264050817
FileSize: 1248kb
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PISA Take the Test Sample Questions from OECD's PISA Assessments by OECD Summary

This book presents all the publicly available questions from the PISA surveys. Some of these questions were used in the PISA 2000, 2003 and 2006 surveys and others were used in developing and trying out the assessment.

X Internet

X Internet Pdf/ePub eBook Author: Jessica Keyes
Editor: CRC Press
ISBN: 9780849304194
FileSize: 1771kb
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X Internet by Jessica Keyes Summary

The executable Internet (X Internet) brings new power and sophistication in delivering services and capabilities to users. The X Internet, both the executable Internet and the extended Internet, fundamentally alters the desktop and Internet landscapes by blurring their distinction both online and off—resulting in a new era of information technology. Authoritative and comprehensive, X Internet: The Executable and Extendable Internet examines this new paradigm from practical and strategic perspectives. It provides a roadmap for building applications that deliver X Internet capabilities. From a strategic angle, it delves into the legal aspects of using and creating this new breed of Internet applications. Discussing computer–human interaction, the book details the development of a rich Internet environment, including graphical design, multimedia, architectures, software development techniques, tools, and information management for X-enriched systems, the components that make up many of the Web 2.0 applications so popular today. It also includes appendices that contain information on a framework for auditing X systems and various guides for using audio and video and building user interfaces. X Internet systems offer almost limitless possibilities for building rich, interactive systems that increase productivity and dramatically enhance the user experience. X Internet: The Executable and Extendable Internet provides a thorough yet accessible understanding of this new Internet that is becoming critical to software development and systems management.

Sideways Stories from Wayside School

Sideways Stories from Wayside School Pdf/ePub eBook Author: Louis Sachar
Editor: Harper Collins
ISBN: 0062383183
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Sideways Stories from Wayside School by Louis Sachar Summary

Bestselling and Newbery Medal-winning author Louis Sachar knows how to make readers laugh. And there are laughs galore in perennial favorite Sideways Stories from Wayside School, now available for the first time in ebook format! Accidentally built sideways and standing thirty stories high (the builder said he was very sorry for the mistake), Wayside School has some of the wackiest classes in town, especially on the thirtieth floor. That’s where you’ll meet Bebe, the fastest draw in art class; John, who only reads upside down; Myron, the best class president, ever; and Sammy, the new kid—he’s a real rat. More than nine million readers have laughed at the wacky stories of Wayside School. So what are you waiting for? Come visit Wayside School!

Numerical Methods for Hyperbolic Equations

Numerical Methods for Hyperbolic Equations Pdf/ePub eBook Author: Elena Vázquez-Cendón,Arturo Hidalgo,Pilar Garcia Navarro,Luis Cea
Editor: CRC Press
ISBN: 020356233X
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Numerical Methods for Hyperbolic Equations by Elena Vázquez-Cendón,Arturo Hidalgo,Pilar Garcia Navarro,Luis Cea Summary

Numerical Methods for Hyperbolic Equations is a collection of 49 articles presented at the International Conference on Numerical Methods for Hyperbolic Equations: Theory and Applications (Santiago de Compostela, Spain, 4-8 July 2011). The conference was organized to honour Professor Eleuterio Toro in the month of his 65th birthday. The topics cover

Captive Audience

Captive Audience Pdf/ePub eBook Author: Susan Crawford
Editor: Yale University Press
ISBN: 0300167377
FileSize: 416kb
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Captive Audience by Susan Crawford Summary

Ten years ago, the United States stood at the forefront of the Internet revolution. With some of the fastest speeds and lowest prices in the world for high-speed Internet access, the nation was poised to be the global leader in the new knowledge-based economy. Today that global competitive advantage has all but vanished because of a series of government decisions and resulting monopolies that have allowed dozens of countries, including Japan and South Korea, to pass us in both speed and price of broadband. This steady slide backward not only deprives consumers of vital services needed in a competitive employment and business market—it also threatens the economic future of the nation. This important book by leading telecommunications policy expert Susan Crawford explores why Americans are now paying much more but getting much less when it comes to high-speed Internet access. Using the 2011 merger between Comcast and NBC Universal as a lens, Crawford examines how we have created the biggest monopoly since the breakup of Standard Oil a century ago. In the clearest terms, this book explores how telecommunications monopolies have affected the daily lives of consumers and America's global economic standing.

Work Mate Marry Love

Work Mate Marry Love Pdf/ePub eBook Author: Debora L. Spar
Editor: Farrar, Straus and Giroux
ISBN: 0374716218
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Work Mate Marry Love by Debora L. Spar Summary

A crucial guide to life before—and after—Tinder, IVF, and robots. What will happen to our notions of marriage and parenthood as reproductive technologies increasingly allow for newfangled ways of creating babies? What will happen to our understanding of gender as medical advances enable individuals to transition from one set of sexual characteristics to another, or to remain happily perched in between? What will happen to love and sex and romance as our relationships migrate from the real world to the Internet? Can people fall in love with robots? Will they? In short, what will happen to our most basic notions of humanity as we entangle our lives and emotions with the machines we have created? In Work Mate Marry Love, Harvard Business School professor and former Barnard College president Debora L. Spar offers an incisive and provocative account of how technology has transformed our intimate lives in the past, and how it will do so again in the future. Surveying the course of history, she shows how marriage as we understand it resulted from the rise of agriculture, and that the nuclear family emerged with the industrial revolution. In their day, the street light, the car, and later the pill all upended courtship and sex. Now, as we enter an era of artificial intelligence and robots, how will our deepest feelings and attachments evolve? In the past, the prevailing modes of production produced a world dominated by heterosexual, mostly-monogamous, two-parent families. In the future, however, these patterns are almost certain to be reshaped, creating entirely new norms for sex and romance, and for the construction of families and the raising of children. Steering clear of both techno-euphoria and alarmism, Spar offers a bold and inclusive vision of how our lives might be changed for the better.

The Single Woman's Guide to Retirement

The Single Woman's Guide to Retirement Pdf/ePub eBook Author: Jan Cullinane
Editor: John Wiley & Sons
ISBN: 1118283007
FileSize: 860kb
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The Single Woman's Guide to Retirement by Jan Cullinane Summary

AWARDS: Silver Living Now Book Award, Mature Living/Aging 2014 (Silver) If you’re one of the 25 million single women over the age of 45 living in the United States today, AARP’s The Single Woman’s Guide to Retirement is your new best friend. Walking you through the challenges of retired or pre-retired life, from managing your finances to staying healthy in body, mind, and spirit, dealing with divorce, and even looking for love or work, the book covers the issues that really matter to you. Whether you’re looking for a retirement home or planning a cruise, this book is packed with specific details to help take the guesswork out of retirement. Author and retirement expert Jan Cullinane has gathered real-life stories from women just like you to illustrate your options and give you fresh new ideas about how to make the most of your retirement years.

WEBKDD 2001 - Mining Web Log Data Across All Customers Touch Points

WEBKDD 2001 - Mining Web Log Data Across All Customers Touch Points Pdf/ePub eBook Author: Ron Kohavi,Brij M. Masand,Myra Spiliopoulou,Jaideep Srivastava
Editor: Springer
ISBN: 3540456406
FileSize: 478kb
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WEBKDD 2001 - Mining Web Log Data Across All Customers Touch Points by Ron Kohavi,Brij M. Masand,Myra Spiliopoulou,Jaideep Srivastava Summary

WorkshopTheme The ease and speed with which business transactions can be carried out over the Web has been a key driving force in the rapid growth of electronic commerce. In addition, customer interactions, including personalized content, e-mail c- paigns, and online feedback provide new channels of communication that were not previously available or were very ine?cient. The Web presents a key driving force in the rapid growth of electronic c- merceandanewchannelforcontentproviders.Knowledgeaboutthecustomeris fundamental for the establishment of viable e-commerce solutions. Rich web logs provide companies with data about their customers and prospective customers, allowing micro-segmentation and personalized interactions. Customer acqui- tion costs in the hundreds of dollars per customer are common, justifying heavy emphasis on correct targeting. Once customers are acquired, customer retention becomes the target. Retention through customer satisfaction and loyalty can be greatly improved by acquiring and exploiting knowledge about these customers and their needs. Althoughweblogsarethesourceforvaluableknowledgepatterns,oneshould keep in mind that the Web is only one of the interaction channels between a company and its customers. Data obtained from conventional channels provide invaluable knowledge on existing market segments, while mobile communication adds further customer groups. In response, companies are beginning to integrate multiple sources of data including web, wireless, call centers, and brick-a- mortar store data into a single data warehouse that provides a multifaceted view of their customers, their preferences, interests, and expectations.