[D571.Ebook] Free Ebook Data Analytics with Hadoop: An Introduction for Data Scientists, by Benjamin Bengfort, Jenny Kim

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Ready to use statistical and machine-learning techniques across large data sets? This practical guide shows you why the Hadoop ecosystem is perfect for the job. Instead of deployment, operations, or software development usually associated with distributed computing, you’ll focus on particular analyses you can build, the data warehousing techniques that Hadoop provides, and higher order data workflows this framework can produce.

Data scientists and analysts will learn how to perform a wide range of techniques, from writing MapReduce and Spark applications with Python to using advanced modeling and data management with Spark MLlib, Hive, and HBase. You’ll also learn about the analytical processes and data systems available to build and empower data products that can handle—and actually require—huge amounts of data.

• Understand core concepts behind Hadoop and cluster computing
• Use design patterns and parallel analytical algorithms to create distributed data analysis jobs
• Learn about data management, mining, and warehousing in a distributed context using Apache Hive and HBase
• Use Sqoop and Apache Flume to ingest data from relational databases
• Program complex Hadoop and Spark applications with Apache Pig and Spark DataFrames
• Perform machine learning techniques such as classification, clustering, and collaborative filtering with Spark’s MLlib

• Sales Rank: #76010 in Books
• Published on: 2016-06-18
• Original language: English
• Number of items: 1
• Dimensions: 9.10" h x .50" w x 7.00" l, .0 pounds
• Binding: Paperback
• 288 pages

About the Author

Benjamin Bengfort is a Data Scientist who lives inside the beltway but ignores politics (the normal business of DC) favoring technology instead. He is currently working to finish his PhD at the University of Maryland where he studies machine learning and distributed computing. His lab does have robots (though this field of study is not one he favors) and, much to his chagrin, they seem to constantly arm said robots with knives and tools; presumably to pursue culinary accolades. Having seen a robot attempt to slice a tomato, Benjamin prefers his own adventures in the kitchen where he specializes in fusion French and Guyanese cuisine as well as BBQ of all types. A professional programmer by trade, a Data Scientist by vocation, Benjamin's writing pursues a diverse range of subjects from Natural Language Processing, to Data Science with Python to analytics with Hadoop and Spark.

Jenny Kim is an experienced big data engineer who works in both commercial software efforts as well as in academia. She has significant experience in working with large scale data, machine learning, and Hadoop implementations in production and research environments. Jenny (with Benjamin Bengfort) previously built a large scale recommender system that used a web crawler to gather ontological information about apparel products and produce recommendations from transactions. Currently, she is working with the Hue team at Cloudera, to help build intuitive interfaces for analyzing big data with Hadoop.

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1 of 1 people found the following review helpful.
Scalable analytics using the Hadoop ecosystem!
By Konstantinos Xirogiannopoulos
I really like this book. It is a great overview of a plethora of topics around doing scalable data analytics and data science. It is extremely up-to date, going through techniques that have existed for many years now like MapReduce, but also newer systems like Spark, all in the context of the Hadoop eco-system. They go into machine learning techniques, data management, and overall paint a nice picture around what data science is, and why data products are important, while teaching you how to make them!

Every single concept is explained in a clear and concise manner, and wherever details are omitted there is always a citation to a source where the reader can continue reading more about it, which I think is great. Although I wouldn’t classify myself as a beginner, I believe it is friendly to both professionals and beginners, as it is centered around python which makes most examples (that are conveniently uploaded in a nice github repository) really easy to simply run and play around with. After describing something, whether that would be a technique for data analysis, or just the in-and outer workings of some analysis platform like HBase, Hive etc, the authors provide examples so that while you’re reading about this stuff you can also run it, play around with it and really explore how these systems function; I believe this is a crucial part of familiarizing ones’ self with new platforms.

Another thing I enjoyed a lot was the ending of this book. After you really dive into all of these systems and get your feet wet with each one of them, the authors wrap it all up in a nice bow by taking a step back and describing the entire end-to-end process of how you would go about productively using the knowledge you’ve gotten from this book to build data analytics workflows!
I highly recommend this to anyone who both knows that they want to learn how to deploy scalable analytics workflows in 2016, but also to readers who are simply just curious about data science; this book will suck you in!

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[X503.Ebook] Free Ebook Embracing Defeat: Japan in the Wake of World War II, by John W. Dower

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Winner of the Pulitzer Prize, the 1999 National Book Award for Nonfiction, finalist for the Lionel Gelber Prize and the Kiriyama Pacific Rim Book Prize, Embracing Defeat is John W. Dower's brilliant examination of Japan in the immediate, shattering aftermath of World War II.

Drawing on a vast range of Japanese sources and illustrated with dozens of astonishing documentary photographs, Embracing Defeat is the fullest and most important history of the more than six years of American occupation, which affected every level of Japanese society, often in ways neither side could anticipate. Dower, whom Stephen E. Ambrose has called "America's foremost historian of the Second World War in the Pacific," gives us the rich and turbulent interplay between West and East, the victor and the vanquished, in a way never before attempted, from top-level manipulations concerning the fate of Emperor Hirohito to the hopes and fears of men and women in every walk of life. Already regarded as the benchmark in its field, Embracing Defeat is a work of colossal scholarship and history of the very first order. John W. Dower is the Elting E. Morison Professor of History at the Massachusetts Institute of Technology. He is a winner of the National Book Critics Circle Award for War Without Mercy. 75 illustrations and map

• Sales Rank: #50690 in Books
• Color: Grey
• Published on: 2000-06-17
• Original language: English
• Number of items: 1
• Dimensions: 9.30" h x 1.20" w x 6.20" l, 1.79 pounds
• Binding: Paperback
• 688 pages

Amazon.com Review
Embracing Defeat tells the story of the transformation of Japan under American occupation after World War II. When Japan surrendered unconditionally to the Allied Forces in August 1945, it was exhausted; where America's Pacific combat lasted less than four years, Japan had been fighting for 15. Sixty percent of its urban area lay in ruins. The collapse of the authoritarian state enabled America's six-year occupation to set Japan in entirely new directions.

Because the victors had no linguistic or cultural access to the losers' society, they were obliged to govern indirectly. Gen. Douglas MacArthur decided at the outset to maintain the civil bureaucracy and the institution of the emperor: democracy would be imposed from above in what the author terms "Neocolonial Revolution." His description of the manipulation of public opinion, as a wedge was driven between the discredited militarists and Emperor Hirohito, is especially fascinating. Tojo, on trial for his life, was requested to take responsibility for the war and deflect it from the emperor; he did, and was hanged. Dower's analysis of popular Japanese culture of the period--songs, magazines, advertising, even jokes--is brilliant, and reflected in the book's 80 well-chosen photographs. With the same masterful control of voluminous material and clear writing that he gave us in War Without Mercy, the author paints a vivid picture of a society in extremis and reconstructs the extraordinary period during which America molded a traumatized country into a free-market democracy and bulwark against resurgent world communism. --John Stevenson

From Publishers Weekly
The writing of history doesn't get much better than this. MIT professor Dower (author of the NBCC Award-winning War Without Mercy) offers a dazzling political and social history of how postwar Japan evolved with stunning speed into a unique hybrid of Western innovation and Japanese tradition. The American occupation of Japan (1945-1952) saw the once fiercely militarist island nation transformed into a democracy constitutionally prohibited from deploying military forces abroad. The occupation was fraught with irony as Americans, motivated by what they saw as their Christian duty to uplift a barbarian race, attempted to impose democracy through autocratic military rule. Dower manages to convey the full extent of both American self-righteousness and visionary idealism. The first years of occupation saw the extension of rights to women, organized labor and other previously excluded groups. Later, the exigencies of the emergent Cold War led to American-backed "anti-Red" purges, pro-business policies and the partial reconstruction of the Japanese military. Dower demonstrates an impressive mastery of voluminous sources, both American and Japanese, and he deftly situates the political story within a rich cultural context. His digressions into Japanese cultureAhigh and low, elite and popularAare revealing and extremely well written. The book is most remarkable, however, for the way Dower judiciously explores the complex moral and political issues raised by America's effort to rebuild and refashion a defeated adversaryAand Japan's ambivalent response to that embrace. Illustrations.
Copyright 1999 Reed Business Information, Inc.

From Library Journal
Dower's magisterial narrative eloquently tells the story of the postwar occupation of Japan by departing from the usual practice of making the story part of General MacArthur's biography and instead focusing on the citizens. With historical sweep and cultural nuance, and using numerous personal stories of survival, loss, and rededication, he follows the astonishing social transformation of a people. (LJ 4/1/99)
Copyright 2000 Reed Business Information, Inc.

Most helpful customer reviews

135 of 147 people found the following review helpful.
A bold and authoritative view of the U.S. occupation.
By mark selden ms44@cornell.edu
Embracing Defeat is an authoritatively researched and beautifully written account of the U.S. occupation of Japan by a leading specialist on World War II, Japan and the U.S.-Japan relationship. This is a work that pulls no punches. Like no earlier study, it brings to the fore the ironies and contradictions of the era and casts fresh light on several of the great political issues of the era: the making of Japan's postwar constitution, U.S.-Japan relations, the reconstruction of economy and society, the role of Japan in the making of the U.S. order in Asia, and the role of MacArthur. It also offers the first cultural history of the occupation.It is particularly valuable in bringing out Japanese contributions to shaping occupation outcomes. Embracing Defeat is a pleasure to read.Dower takes the reader on a tour that reveals ambiguity, irony, fallibility, vitality, dynamism, messianic fervor, theatre of the absurd, the world turned upside down, fall and redemption, flotsam and jetsam on a sea of self-indugence, cynical opportunism, top-to-bottom corruption, delicacy and degeneration, despondency and dreams, tragedy and farce, boggling fatuity, and carnival, to mention a few of the polarities that run through this beautifully written and astute volume.

0 of 0 people found the following review helpful.
Fascinating: comprehensive but still readable!
By Amazon Customer
Having read this book, it seems that I now know somewhat more about the post-WWII American occupation of Japan than do many of my native Japanese friends! This is a fascinating and comprehensive account of that period, covering not only the chronological facts, but also examining interpersonal relationships and underlying tensions between Japan's leaders and their foreign overlords. Despite the astonishing level of factual detail, the author has succeeded in producing a readable and even entertaining narrative: a book that makes good bedtime reading. I was particularly interested in the analysis of how the occupiers' imposition of self-contradictory standards on Japanese "democracy" forced the defeated country to develop attitudes that were subsequently derided as "typically Japanese"!

0 of 0 people found the following review helpful.
Excellent description of conditions in Japan postwar
By Judith Harris
Excellent description of conditions in Japan postwar. Historically accurate and inciteful examination of country and people. I lived there and loved it.

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• Sales Rank: #12331388 in Books
• Published on: 1995
• Binding: Paperback

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• Sales Rank: #4170 in Books
• Brand: Brand: F.A. Davis Company
• Published on: 2013-03-29
• Original language: English
• Number of items: 1
• Dimensions: 10.75" h x 1.00" w x 8.50" l, 2.26 pounds
• Binding: Paperback
• 448 pages

Features

• Used Book in Good Condition

Most helpful customer reviews

22 of 23 people found the following review helpful.
Couldn't have gotten through without you!
By Amazon Customer
Not big on writing reviews, still in school, don't have time for it but I wanted to spread the word. Right up until finals a majority of students in my class were failing OB. Not me. This book was my lifeline. The way the questions are worded prepared me for how the tests were going to be and by studying the rationales as well, I was able to critically think through the questions I wasn't sure of. No lie, I wouldn't have made it through without this book and the peds one as well.
I am currently in my mental health quarter and have the Davis book for that as well. Once again, I am passing thanks to the Q&A format of these books. When I graduate, I'll find this Davis person and Kiss him on the lips!!
One key advice, don't just ask and answer, really study the rationales because they are the key to the tests.
Good luck!!

8 of 8 people found the following review helpful.
This was a great book to help me review for exams in my OB class for nursing school
By Elizabeth Samuels
Some of the questions in this book were almost identical to the questions on my OB exams in nursing school. It was very helpful to practice the questions in this book the night before exams to make sure I knew the material. I have found all of the "Success" books helpful so far in nursing school.

5 of 5 people found the following review helpful.
Great book to have!
By iHeart1031
So far, I have four success series books, and they've been very helpful throughout my course. Great books to have for sure!

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[F252.Ebook] Free Ebook Barthes and Utopia: Space, Travel, Writing, by Diana Knight

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Barthes and Utopia explores the central role of utopias throughout the work of Roland Barthes, from demystification to structuralism, from textuality and sexual hedonism to his final preoccupation with love and mourning. Drawing on an unusually wide range of texts, Knight goes to the heart of Barthes's imaginative processes, his affective world, and his idiosyncratic value system. But, because utopia is the meeting point of Barthes's lifelong concern with the relationship between history, language, and sexuality, her study also inserts Barthes's work into larger political and theoretical concerns, in particular into ongoing debates around Orientalism and homosexuality.

• Sales Rank: #4799628 in Books
• Published on: 1997-03-27
• Original language: English
• Number of items: 1
• Dimensions: 8.81" h x .87" w x 5.69" l, 1.19 pounds
• Binding: Hardcover
• 304 pages

Review
`Knight shows surehandedly what a rich territory the "late Barthes" remains' Michael Lucey, Modern Philology

`thorough and engrossing...fine book' Michael Lucey, Modern Philology

`opens up the strands and phases of Barthe's own writings afresh by offering a net concept in which the many familiar topics may enter into new exchanges' Forum for Modern Language Studies 35:4 1999

`If it is possible, then, this study of Barthes's version of utopia helps to underline the contradiction (what Bartes sometimes called the 'blockage' in history.' Andy Stafford Lancaster University Modern and Contempory France Journal 1998

`One of the special merits of the book is the meticulous attention to detail ... Our understanding of well-known texts is renewed by careful analysis of apparently marginal pieces. Subtle intertextual relationships are charted with great delicacy ... the care, the patient attentiveness with which she handles the text of Barthes, has in itself something of a utopian dimension. All readers, in the true sense, of Barthes will be in her debt.' Michael Moriarty, Queen Mary and Westfield College, MLR, Vol 93, no 3, 1998

From the Back Cover
Barthes and Utopia explores the central role of utopias throughout the work of Roland Barthes, from demystification to structuralism, from textuality and sexual hedonism to his final preoccupation with love and mourning. Utopia mediates the supposed phases of Barthes's career, just as it mediates the two sides of his work which are often misleadingly separated: his political and ethical concerns (his desire to invent social values for the world), and his creative project of writing. In short, to take detours via hypothetical utopias was Barthes's way of writing the world. The range of texts studied in Barthes and Utopia is unusually wide, and incorporates discussion of the plans for his so-called Vita Nova - Barthes's final, mysterious writing project. Barthes and Utopia takes us to the heart of Barthes's imaginative processes, of his affective world and idiosyncratic value system. But, because utopia is the meeting point of his lifelong concern with the relationship between history, language, and sexuality, this study also inserts Barthes's work into larger political and theoretical concerns, in particular into ongoing debates around Orientalism and homosexuality.

About the Author
Diana Knight is at University of Nottingham.

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Great Compassion - Buddhism & Animal Rights (04) by Phelps, Norm [Paperback (2004)]

• Sales Rank: #8559836 in Books
• Published on: 2004
• Number of items: 2
• Binding: Paperback

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