Kamis, 26 Februari 2015

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Algorithms of the Intelligent Web, by Douglas McIlwraith, Haralambos Marmanis, Dmitry Babenko

Summary

Algorithms of the Intelligent Web, Second Edition analysis, enabling you to create your own machine learning applications that crunch, munge, and wrangle data collected from users, web applications, sensors and website logs.

Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.

About the Technology

Valuable insights are buried in the tracks web users leave as they navigate pages and applications. You can uncover them by using intelligent algorithms like the ones that have earned Facebook, Google, and Twitter a place among the giants of web data pattern extraction.

About the Book

Algorithms of the Intelligent Web, Second Edition teaches you how to create machine learning applications that crunch and wrangle data collected from users, web applications, and website logs. In this totally revised edition, youâ'll look at intelligent algorithms that extract real value from data. Key machine learning concepts are explained with code examples in Python's scikit-learn. This book guides you through algorithms to capture, store, and structure data streams coming from the web. You'll explore recommendation engines and dive into classification via statistical algorithms, neural networks, and deep learning.

What's Inside

  • Introduction to machine learning
  • Extracting structure from data
  • Deep learning and neural networks
  • How recommendation engines work

About the Reader

Knowledge of Python is assumed.

About the Authors

Douglas McIlwraith is a machine learning expert and data science practitioner in the field of online advertising. Dr. Haralambos Marmanis is a pioneer in the adoption of machine learning techniques for industrial solutions. Dmitry Babenko designs applications for banking, insurance, and supply-chain management. Foreword by Yike Guo.

Table of Contents

  • Building applications for the intelligent web
  • Extracting structure from data: clustering and transforming your data
  • Recommending relevant content
  • Classification: placing things where they belong
  • Case study: click prediction for online advertising
  • Deep learning and neural networks
  • Making the right choice
  • The future of the intelligent web
  • Appendix - Capturing data on the web
    • Sales Rank: #828073 in Books
    • Published on: 2016-09-08
    • Original language: English
    • Number of items: 1
    • Dimensions: 9.20" h x .50" w x 7.20" l, .0 pounds
    • Binding: Paperback
    • 240 pages

    About the Author

    Douglas McIlwraith earned his first degree at Cambridge in computer science before completing a PhD in sensor fusion from Imperial College in London. He is a machine learning expert, currently working as senior data scientist for a London-based advertising company.

    Dr. Haralambos Marmanis is a pioneer in the adoption of machine learning techniques for industrial solutions. He has 25 years experience in developing professional software.

    Dmitry Babenko has designed and built a wide variety of applications and infrastructure frameworks for banking, insurance, supply-chain management, and business intelligence companies. He received a M.S. degree in computer science from Belarussian State University of Informatics and Radioelectronics.

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    Rabu, 25 Februari 2015

    [Y989.Ebook] Get Free Ebook Independent Politics: How American Disdain for Parties Leads to Political Inaction, by Samara Klar, Yanna Krupnikov

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    Independent Politics: How American Disdain for Parties Leads to Political Inaction, by Samara Klar, Yanna Krupnikov

    The number of independent voters in America increases each year, yet they remain misunderstood by both media and academics. Media describe independents as pivotal for electoral outcomes. Political scientists conclude that independents are merely 'undercover partisans': people who secretly hold partisan beliefs and are thus politically inconsequential. Both the pundits and the political scientists are wrong, argue the authors. They show that many Americans are becoming embarrassed of their political party. They deny to pollsters, party activists, friends, and even themselves, their true partisanship, instead choosing to go 'undercover' as independents. Independent Politics demonstrates that people intentionally mask their partisan preferences in social situations. Most importantly, breaking with decades of previous research, it argues that independents are highly politically consequential. The same motivations that lead people to identify as independent also diminish their willingness to engage in the types of political action that sustain the grassroots movements of American politics.

    • Sales Rank: #2736829 in Books
    • Published on: 2016-01-21
    • Original language: English
    • Number of items: 1
    • Dimensions: 8.98" h x .47" w x 5.98" l, .0 pounds
    • Binding: Hardcover
    • 272 pages

    Review
    "Despite being aware of the existence of closeted partisans for quite some time, we know next to nothing about them: who they are, what motivates them to go undercover, the political and psychological conditions that increase their numbers, and how this affects American democracy. In Independent Politics, Klar and Krupnikov provide a fascinating and timely analysis of the psychological underpinnings of closeted partisanship. Using a combination of clever experiments and observational studies, the authors convincingly demonstrate that political disagreement leads many Americans - in particular those who are strongly attuned to social norms - to take a dim view of political parties, partisanship, and partisans. The political consequences of their analysis for democratic citizenship and political representation are far-reaching."
    Howard Lavine, University of Minnesota

    "The political science literature contains numerous claims about independents, most of which rest on a very thin bed of evidence. This book tells us as much about today's independents as the extant literature combined. It is a must-read for anyone interested in American public opinion and elections."
    Morris Fiorina, Stanford University, California

    "Klar and Krupnikov show, through a series of clever experiments, that although independents may vote like partisans, their disdain for parties leads them to go 'undercover', and avoid all manner of expressive political behaviors. Independent Politics is a fascinating read that makes a significant contribution to the subfields of political participation and political psychology. It will drive scholars to think about the decision to identify as independent in heretofore unrecognized ways."
    Joanne Miller, University of Minnesota

    "Klar and Krupnikov show that avoiding partisanship is a meaningful decision that has important implications for civic engagement. Using a variety of convincing tests, Independent Politics is a major work that will undoubtedly shape future research on partisan politics in the United States."
    Stephen P. Nicholson, University of California, Merced

    About the Author
    Samara Klar is an Assistant Professor of Political Science at the University of Arizona. She studies how individuals' social surroundings and personal identities influence their political attitudes and behaviors. Her work has been published in numerous journals including the American Journal of Political Science, the Journal of Politics, and Public Opinion Quarterly, and has been supported by the National Science Foundation. She has been recognized with a Distinguished Junior Scholar award in Political Psychology from the American Political Science Association and a Burns Roper Fellowship from the American Association of Public Opinion Research. Klar earned a PhD in Political Science from Northwestern University, Illinois and also holds degrees from Columbia University, New York and McGill University, Montréal.

    Yanna Krupnikov is an Assistant Professor of Political Science at State University of New York, Stony Brook. Her research focuses on the way political communication affects public opinion and the way people express their political opinions through political actions. Krupnikov's work has been published in numerous journals including the American Journal of Political Science, Political Behavior, and Political Communication, and has been supported by the National Science Foundation. She is the winner of the Midwest Political Science Association's Robert Durr Award and the award for the best paper by an emerging scholar. Krupnikov earned a PhD in Political Science from the University of Michigan and also holds degrees from the University of Toronto and Brandeis University, Massachusetts.

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    2 of 3 people found the following review helpful.
    I'm just about finished with the book, and it ...
    By Marvin Hanka
    I'm just about finished with the book, and it has been enlightening, entertaining, and well worth the effort. This book just solidifies my observations about politics and the social media.

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    Selasa, 24 Februari 2015

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    The revolution in molecular technologies has created a revolution in our perception of the living world. It is life, but not as we knew it. The science studying this new world, uncovering the relationships between genes, developing organisms, and their environments, is called ecological developmental biology. This book presents the data for ecological developmental biology, integrating it into new accounts of medicine, evolution, and embryology. The new evolutionary science created by this approach to nature is called ecological evolutionary developmental biology (eco-evo-devo). The book documents the evidence for a new, extended, evolutionary synthesis, a synthesis that: confounds the creationist belief that evolution can't be described above the species-level; integrates aging and Western diseases such as diabetes, atherosclerosis, cancer, and obesity into an evolutionary context; and sees interspecies interactions both within the organism and between organisms as being critical for evolution, development, and fitness.

    • Sales Rank: #507447 in Books
    • Published on: 2015-08-11
    • Original language: English
    • Dimensions: 10.25" h x 8.00" w x 1.25" l, 3.30 pounds
    • Binding: Paperback
    • 576 pages

    About the Author
    Scott F. Gilbert, a Senior Research Associate at Swarthmore College and the Finland Distinguished Professor at the University of Helsinki Institute of Biotechnology, teaches developmental biology, developmental genetics, and the history of biology. After receiving his B.A. from Wesleyan University, he pursued his graduate and postdoctoral research at The Johns Hopkins University and the University of Wisconsin. Dr. Gilbert is the recipient of several awards, including the first Viktor Hamburger Award for excellence in developmental biology education, the 2004 Alexander Kowalevsky Prize for evolutionary developmental biology, honorary degrees from the Universities of Helsinki and Tartu, and the Medal of François I from the Collège de France. He is a Fellow of the American Association for the Advancement of Science, a corresponding member of the St. Petersburg Society of Naturalists, and has been chair of the Professional Development and Education Committee of the Society for Developmental Biology. His research pursues the developmental genetic mechanisms by which the turtle forms its shell.

    David Epel is the Jane and Marshall Steel Jr. Professor Emeritus of Biological Sciences at Stanford University s Hopkins Marine Station in Pacific Grove CA. He did his undergraduate studies at Wayne State University and then graduate and postdoctoral studies at the University of California, Berkeley and the University of Pennsylvania. Dr. Epel has been a Guggenheim Fellow, is a Fellow of the American Association for the Advancement of Science, the California Academy of Sciences, and an Overseas Fellow of Churchill College and Life Fellow of Clare Hall at the University of Cambridge. His honors include the Cox Medal for Fostering Undergraduate Research at Stanford and the Ed Ricketts Memorial Award for Lifetime Achievement in the Marine Sciences. Epel s research focused on cell biology of development, especially the activation of the egg at fertilization, the unique physiology of the embryo and the cellular mechanisms of embryo protection. His current interest is high school science education. One area is highlighting early development of the sea urchin embryo to capture the imagination and interest of high school students. New curricula focus on the science of climate change and how students can help to solve this problem.

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    Minggu, 22 Februari 2015

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    • Sales Rank: #5746063 in Books
    • Published on: 1978-05-18
    • Original language: English
    • Number of items: 1
    • Binding: Paperback
    • 184 pages

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    This scarce antiquarian book is a facsimile reprint of the original. Due to its age, it may contain imperfections such as marks, notations, marginalia and flawed pages. Because we believe this work is culturally important, we have made it available as part of our commitment for protecting, preserving, and promoting the world's literature in affordable, high quality, modern editions that are true to the original work.

    • Sales Rank: #6930981 in Books
    • Published on: 2010-05-23
    • Original language: English
    • Number of items: 1
    • Dimensions: 10.00" h x .25" w x 7.01" l, .70 pounds
    • Binding: Hardcover
    • 54 pages

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    NOW AN ORIGINAL SERIES ON ABC • “Just may be the best new comedy of [the year] . . . based on restaurateur Eddie Huang’s memoir of the same name . . . [a] classic fresh-out-of-water comedy.”—People
     
    “Bawdy and frequently hilarious . . . a surprisingly sophisticated memoir about race and assimilation in America . . . as much James Baldwin and Jay-Z as Amy Tan . . . rowdy [and] vital . . . It’s a book about fitting in by not fitting in at all.”—Dwight Garner, The New York Times
     
    NATIONAL BESTSELLER • NAMED ONE OF THE BEST BOOKS OF THE YEAR BY KIRKUS REVIEWS
     
    Assimilating ain’t easy. Eddie Huang was raised by a wild family of FOB (“fresh off the boat”) immigrants—his father a cocksure restaurateur with a dark past back in Taiwan, his mother a fierce protector and constant threat. Young Eddie tried his hand at everything mainstream America threw his way, from white Jesus to macaroni and cheese, but finally found his home as leader of a rainbow coalition of lost boys up to no good: skate punks, dealers, hip-hop junkies, and sneaker freaks. This is the story of a Chinese-American kid in a could-be-anywhere cul-de-sac blazing his way through America’s deviant subcultures, trying to find himself, ten thousand miles from his legacy and anchored only by his conflicted love for his family and his passion for food. Funny, moving, and stylistically inventive, Fresh Off the Boat is more than a radical reimagining of the immigrant memoir—it’s the exhilarating story of every American outsider who finds his destiny in the margins.
     
    Praise for Fresh Off the Boat
     
    “Brash and funny . . . outrageous, courageous, moving, ironic and true.”—New York Times Book Review
     
    “Mercilessly funny and provocative, Fresh Off the Boat is also a serious piece of work. Eddie Huang is hunting nothing less than Big Game here. He does everything with style.”—Anthony Bourdain
     
    “Uproariously funny . . . emotionally honest.”—Chicago Tribune
     
    “Huang is a fearless raconteur. [His] writing is at once hilarious and provocative; his incisive wit pulls through like a perfect plate of dan dan noodles.”—Interview
     
    “Although writing a memoir is an audacious act for a thirty-year-old, it is not nearly as audacious as some of the things Huang did and survived even earlier. . . . Whatever he ends up doing, you can be sure it won’t look or sound like anything that’s come before. A single, kinetic passage from Fresh Off the Boat . . . is all you need to get that straight.”—Bookforum


    From the Hardcover edition.

    • Sales Rank: #4253 in eBooks
    • Published on: 2013-01-29
    • Released on: 2013-01-29
    • Format: Kindle eBook

    Amazon.com Review
    Q&A with Eddie Huang

    Q. You're a chef, but your restaurant doesn't show up in this book until pretty late. If you're not writing about your restaurant--the fabulous Baohaus in New York--then what are you writing about?

    A. Food is at the core of the book, but I examine it beyond the plate, almost as a symbol. There's only one recipe in this book and there are no measurements. I want people to understand the power that food has as a gateway drug into culture and history, but, first and foremost, my book tells a story about growing up Taiwanese-Chinese in America. It's a story about unpacking your identity, purging yourself of the things your environment has imposed upon your consciousness, and trying to set yourself free. I refused the American Experience I was sold, remixed it for myself, chopped it up, and sold it back.

    Q. One of the powerful aspects of the book is the language you use, which feels completely original. Where does your voice come from?

    A. Language is constantly changing and the biggest disservice you can do to yourself and your reader is to write how you think you're "supposed to" write. My parents didn't really speak English at home, so I had to develop my English voice independently and mostly through pop culture--I grew up speaking Chinese, listening to hip hop, and watching cable television. Learning to trust my own voice was probably the most important thing I ever did. When I was in college, Richard Ford visited during a speaking series and criticized Ha Jin, who had just won the National Book Award, for writing in English because it wasn't his native tongue, implying that Ha Jin should stick to Chinese. I was just a half-assed student at the time, but I stood up and argued with Ford from my seat till they made me sit down. My mother speaks broken English but even with her comic disregard for subject-verb agreement, she throws mad knowledge darts. You should never worry about what others think about the language you use, as long as it's truly your own.

    Q. What do you want readers to take away from Fresh Off the Boat?

    A. The simple surface reading of this book is to be yourself by any means possible. That's the basic theme, but I want people to see how implementing a simple concept like that takes a struggle between you and your country, you and your city, you and your reference group, you and your family, you and your race, you and the sub cultures you subscribe to, and on and on. It's about the constant battle between that little voice inside you and the people you love, the legacy you carry, the cultures that make you curious, the country that tells you who you're supposed to be. It's about the complexity of being an individual--about finding love in family, in friends, in food, in music and culture, and a million other surprising places, and figuring out how to bring all that together inside of you. It's about learning to be fearless, but it's also about the cost of those lessons and the literal and psychic violence you encounter when you try to break free.

    There are tons of books about the struggle to be an individual, but with each one we reach more and more people who were never spoken to. I was always a weirdo growing up, but I believed that there were weirdos like me, and my writing this book is like Professor X putting on cerebro to find the other mutants.

    From Booklist
    Born in the U.S. to Taiwanese immigrant parents, Huang refuses to be a “lapdog under a bamboo ceiling,” and his colloquial, furious memoir is as open about his struggling, screaming, sometimes abusive parents as it is about the prejudice he encounters growing up in Orlando and then in New York, where to this day “someone tells me to go back to China at least three times a year.” He hates that everything he does is a statement about his people and where they are from, even as he refuses to be reformed, assimilated, apologetic. Always refusing to fit in, he wants to hurt people like they hurt him, and he succeeds. Now he runs a big New York City gourmet restaurant and a food store, and, throughout the book, food is front and center, including his mother’s recipe for the best beef noodle soup. Readers will leave hungry, and many immigrants will recognize the refusal to go with the model minority myth. --Hazel Rochman

    From Bookforum
    Let it be said right now that although writing a memoir is an audacious act for a thirty-year-old, it is not nearly as audacious as some of the things Huang did and survived even earlier. —Melanie Rehak

    Most helpful customer reviews

    9 of 9 people found the following review helpful.
    Missed opportunity to say something worthwhile
    By Rowing gal
    I usually love books that expose me to other cultures and experiences. I didn't care for this one. I wasn't turned off by language as some others seem to be, but I was turned off by tone. Rather than giving the reader insight, it's merely a personal success story written in a "I'm too cool for you" tone. I finished it, but I don know why.

    3 of 3 people found the following review helpful.
    You like basketball and hip-hop
    By Matthew Mcmanus
    I'm halfway through it and it's insufferable. I'd seen Eddie on Bill Maher's show a few times and he seemed interesting. Yet his memoir makes it clear he doesn't have a modest bone in his body. He talks about the appropriation of Chinese cuisine by white Americans, but he's blind to the fact that he shamelessly appropriates black culture. You like basketball and hip-hop? That's cool, but you grew up in a gated community and went to private school, so you're a little inauthentic. Eddie's pretty much a real-life version of the guy in "Malibu's Most Wanted."

    5 of 5 people found the following review helpful.
    know you audience, or in this case your author
    By Amazon Customer
    Interesting, but not at all the book I was expecting after seeing his interview on Bill Maher. Mr. Huang has much to say, but it is often difficult to follow how he is saying it. If you aren't versed in Hip Hop, you will have a great deal of trouble following much of the content.

    See all 362 customer reviews...

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    • Published on: 1978-11-24
    • Original language: French
    • Dimensions: 1.46" h x 4.53" w x 7.09" l,
    • Binding: Leather Bound
    • 1376 pages

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