Kamis, 29 November 2012

[R389.Ebook] Free PDF Predictive Learning, by Vladimir Cherkassky

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Predictive Learning, by Vladimir Cherkassky

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Predictive Learning, by Vladimir Cherkassky

ABOUT THIS BOOK: This book offers a non-mathematical approach to machine learning, emphasizing its predictive aspects. Descriptions start with conceptual and philosophical ideas, and proceed to a systematic coverage of constructive learning algorithms introduced under coherent predictive learning framework. A significant portion of the book describes the philosophical aspects of learning from data. An intriguing connection between philosophical ideas and technical aspects of machine learning, fully explored in this book, provides a significant liberal arts component. In many real life situations, valid generalizations can be inter-mixed with beliefs which have little objective (predictive) value. This book advocates a critical attitude toward distinguishing between valid data-driven generalizations and beliefs, which becomes increasingly important in the modern data-rich world. CONTENT LEVEL: This textbook is designed for upper-level undergraduate and beginning graduate students in engineering and science. It provides a solid methodological background for students and practitioners interested in real-life applications of machine learning, data mining and pattern recognition. The book contains over 60 examples and case studies illustrating various aspects of learning methods. Each chapter includes problems that can be used for self-study or homework assignments. Supplemental material includes: lecture slides, data sets, and MATLAB scripts. Visit vctextbook.com for more information.

  • Sales Rank: #926067 in Books
  • Published on: 2013
  • Binding: Hardcover
  • 467 pages

Most helpful customer reviews

1 of 1 people found the following review helpful.
A thorough introduction to the topic
By Tor Anderson
I took Professor Cherkassky's class at the University of Minnesota which is supplemented by this book. The book is a pretty exhaustive introduction to the topic; it starts by giving a historical perspective, then provides an introduction to basic learning approaches, followed by a chapter on philosophical perspectives and then dives in to statistical learning theory and methods. As a student, the book was sometimes difficult to learn from because it is very math heavy, although examples and figures are scattered throughout to help with understanding. There are also about fifteen exercises at the end of each of the ten chapters, and a "full" homework assignment can be made up of just 2-4 of these problems. This would also be a good reference for anyone looking to get in to research on this subject. It should provide enough information to provide a full understanding of many learning methods, including decision trees, neural network methods, and SVM classifiers & regression, along with methods to combine these methods. Overall a well written and well organized resource.

0 of 0 people found the following review helpful.
Thorough, engaging introduction to machine learning
By pdxmd
As a physician engaged in clinical research, I am interested in new methods to learn from the volumes of data we generate in the care of patients. This work is a great introduction to newer learning approaches (e.g., neural networks and support vector machines) that are typically not covered in medical school or clinical research training courses. The clarity of writing in Predictive Learning is such that the content is approachable to anyone in any discipline. The real-world examples discussed throughout the text make it a very enjoyable read. I highly recommend Predictive Learning to anyone looking for a thorough, engaging introduction to machine learning.

0 of 0 people found the following review helpful.
A great overview of the field from a novel perspective
By Robert Kozma
This is a useful textbook to those who want to learn the basics of learning theory especially from a statistical perspective. It has been produced by a leader in the field and it gives an interesting insights on some of the most advanced concepts of machine learning an prediction today.

The book addresses some key philosophical issues related to machine learning and our responsibility with developing novel technologies for the benefit of the society. Such aspects should be standard components of any course in the field. Well written.

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Senin, 26 November 2012

[M876.Ebook] Free PDF Democratic Dialogue in Education: Troubling Speech, Disturbing Silence (Counterpoints)From Brand: Peter Lang International Academic Publ

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Democratic Dialogue in Education: Troubling Speech, Disturbing Silence (Counterpoints)From Brand: Peter Lang International Academic Publ

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Democratic Dialogue in Education: Troubling Speech, Disturbing Silence (Counterpoints)From Brand: Peter Lang International Academic Publ

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Democratic Dialogue in Education: Troubling Speech, Disturbing Silence (Counterpoints)From Brand: Peter Lang International Academic Publ

This collection brings into dialogue authors from a range of disciplines and perspectives to address the thorny question of how to balance the demands of �democratic dialogue� with the reality of a world in which each voice does not carry equal weight. Should rules be in place, for example, that correct for such imbalances by privileging some voices or muting others? Should separate spaces be created for traditionally disadvantaged groups to speak only among themselves? Is democratic dialogue in an inclusive sense even a possibility in a world divided by multiple dimensions of power and privilege?
Leading theorists from several countries share a concern for social justice and present radically different interpretations of what democracy means for educational practice. In a format unusual for such collections, the essays speak directly to each other about significant moral, philosophical, and practical differences regarding how to effectively engage students as critical participants in classrooms fraught with power and difference. The authors draw from philosophy, critical race theory, sociology, feminist, and poststructural studies to address topics including hate speech, freedom of expression, speech codes, the meanings of silence, conceptions of voice and agency, and �political correctness�. They explore honestly and self-critically the troubling and disturbing dimensions of speech and silence that situate the classroom as a volatile microcosm of contemporary political contradictions.

  • Sales Rank: #1415756 in Books
  • Brand: Brand: Peter Lang International Academic Publishers
  • Published on: 2006-08-24
  • Original language: English
  • Number of items: 1
  • Dimensions: 8.75" h x 6.00" w x .50" l, .64 pounds
  • Binding: Paperback
  • 165 pages
Features
  • Used Book in Good Condition

About the Author
The Editor: Megan Boler is a graduate of the History of Consciousness Program, University of California Santa Cruz. She is Associate Professor of Theory and Policy Studies at the Ontario Institute of Studies in Education at the University of Toronto. Her research interests include poststructural feminist theory, cyberculture studies and social implications of technology, and cultural and media studies. She launched a multimedia site �Critical Media Literacy in Times of War�. Her publications include Feeling Power: Emotions and Education (1999) and essays in journals including Educational Theory, Teachers’ College Record Online, Women’s Studies Quarterly, and Cultural Studies.

Most helpful customer reviews

6 of 7 people found the following review helpful.
Unique compendium,
By Dayva Broekman
Here's a book that practices what it preaches, with interesting effect. It 'preaches' open communication, in that it examines teachers' responsibilities to encourage expression by students in the classroom in order to free usually oppressed voices from their silences and at the same time provide others with the opportunity to experience others' outlooks. By this same token, the editor has arranged that each contributor had the opportunity to read the other essays included in the collection, with the opportunity to modify their own submissions if they chose in light of what the others had to say. The result is an interesting discussion of a wide range of significant and sometimes subtle considerations in how to protect, support -- and hear -- diverse expression in oppressive times.

0 of 0 people found the following review helpful.
Five Stars
By Dr Cooke
Bought it for my goddaughter for her class and it was what she needed.

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Democratic Dialogue in Education: Troubling Speech, Disturbing Silence (Counterpoints)From Brand: Peter Lang International Academic Publ PDF

Selasa, 20 November 2012

[T358.Ebook] PDF Download College Composition and Reading: Information and Strategies, by L. Dawn Lukas

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College Composition and Reading: Information and Strategies, by L. Dawn Lukas

  • Sales Rank: #1332918 in Books
  • Published on: 2011-06-06
  • Original language: English
  • Dimensions: 10.75" h x 8.25" w x .75" l, 1.65 pounds
  • Binding: Paperback
  • 318 pages

Most helpful customer reviews

1 of 1 people found the following review helpful.
Good Book!!
By James Hopkins
The Author was my instructor and the book was required for the class. Unfortunately I had to drop the class and didn't get past the second chapter. From what I got out of it just perusing throught the rest of the book, seemed like it had a lot of good tips. The author is a very knowledable writer. I would recommend it not just for college students, but High school student (Junior and/or Senior) english classes.

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Senin, 19 November 2012

[C109.Ebook] Free PDF The Matchmaker's Match, by Maureen Lang

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Can Mara win the love of a man she’s tried so hard to give to another?

Chicago, 1895

Mara Madison arrives at her sister’s doorstep after a decade of independent world travel. Having at last discovered the faith her family always modeled, she’s determined to make up for the years she’s spent indulging her own whims.
Her sister Christa instantly recognizes Mara as a potential bride for her husband’s business partner,�Benjamin Esherwood. But Mara has pledged herself to perpetual spinsterhood and charity work since no proper mother-in-law would accept her adventurous past. She also suspects her sister’s family governess is already in love with the handsome businessman, and sets out to use her own matchmaking skills to bring the two together.

So begins the matchmaker's match, a contest between the two sisters to see Benjamin happily married.

When her mother joins the matchmaking endeavor by arriving with Mara's first love, Joshua, in tow, Mara's resolve to remain a spinster is further challenged. Could the love that broke her heart and caused her to abandon society be reignited? Or should she surrender to her feelings for the man she's been trying so hard to match to another?

Which sister will win the matchmaker's match?

  • Sales Rank: #658257 in eBooks
  • Published on: 2015-10-16
  • Released on: 2015-10-16
  • Format: Kindle eBook

About the Author
Maureen Lang writes novels that celebrate a mix of God’s love, history and romance. She’s happily married and the mother of three, and caregiver to her disabled adult son. She lives with her family in the Midwest.

Most helpful customer reviews

7 of 8 people found the following review helpful.
Engaging
By Simicolon
I love Maurene's stories they are always filled with history and intriguing facts brought together in a story that you can't put down. This wasn't one of my favorites but it didn't disappoint. Maurene Lang is an author you will want to read everything she has written. She's powerful and charming and truly a gifted author.

0 of 0 people found the following review helpful.
~~ Spinsterhood or marriage? Which is it to be? ~~
By Richard and Liz
The year is 1895 and Mara Madison is 28 years old. She has not seen her sister, Christa, in 12 years. After a very traumatic experience and calling on the Lord for the first time, Mara believes that God is telling her to change the estrangement and come to Chicago to seek forgiveness. Always the "wild" one of the family, Mara has traveled the world having many adventures, thus determining that no man or society will ever deem her good enough so a confirmed spinster she will stay. Will her family notice the change in her?

Benjamin Esherwood is a factory business owner having taken it over from his now deceased father. Christa's husband, Drew, works for him. Trouble is brewing among the general workers though, as they are demanding an 8 hour day for the same pay as the 10 hour day they are currently working.

As Mara gets used to living in high society again, there are naturally some laughs for the reader. When the children, being taught a dye experiment by Mara, splash it on her dress and face, what does she do? Laugh! (A woman after my own heart.) Experience the fun of the unusual introduction between Mara and Benjamin. There is an obvious spark from the beginning but Mara, being a natural matchmaker not to mention self-declared spinster, sees the look Hester, the governess, gives him and starts planning to get them together. HOWEVER Christa, also a matchmaker, is excited to think that Mara has a chance with Benjamin so starts working on that match. Who will win?

Written from both Mara and Benjamin's point of view, this adds an extra and interesting dimension to the story. What will happen when Joshua, Mara's first love as a child, now a widow, shows up?

Mara struggles with the concept of God's grace. Can she really receive "God's unconditional forgiveness, without having to dedicate every waking moment" making amends for the past? Does that mean her future could include marriage?

Written from a definite Christian standpoint, I did not find this book preachy. At 256 pages not too long and not too short. Plenty of time to develop the characters which the author did. Enjoyable read. Thanks, Liz

0 of 0 people found the following review helpful.
Fans of Jane Austen's Emma will probably love this book!
By M. Carley
Mara has spent the last 10 years traveling the world alone. She's focused solely on what would please her until she gets extremely sick on a ship. She meets an "angel" named Jackrabbit and decides to turn her life over to God. Now she's in Chicago to try and make things up with her sister. Determined that her life needs to be spent alone to atone for her past, she resists her sister's efforts to match Mara with Benjamin.

Benjamin works with Mara's brother-in-law and is instantly attracted to Mara, but she has some matchmaking plans of her own. Mara has decided the best way to ignore her feelings is to match Benjamin with the governess her sister employs for the children. Unfortunately, this leaves him in the middle of the matchmaking, trying to find time with Mara but being forced to spend time with the governess.

This story reminded me a great deal of Jane Austen's Emma. Mara may have competition for the matchmaking process, but she ignores her feelings for quite a while before admitting to what she feels. It was a cute tale that I thoroughly enjoyed.

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Sabtu, 17 November 2012

[T721.Ebook] Download Literary Theory: An Anthology, 2nd EditionFrom Brand: Wiley-Blackwell

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Literary Theory: An Anthology, 2nd EditionFrom Brand: Wiley-Blackwell

This anthology of classic and cutting-edge statements in literary theory has now been updated to include recent influential texts in the areas of Ethnic Studies, Postcolonialism and International Studies

  • A definitive collection of classic statements in criticism and new theoretical work from the past few decades
  • All the major schools and methods that make up the dynamic field of literary theory are represented, from Formalism to Postcolonialism
  • Enables students to familiarise themselves with the most recent developments in literary theory and with the traditions from which these new theories derive

  • Sales Rank: #94075 in Books
  • Brand: Brand: Wiley-Blackwell
  • Published on: 2004
  • Original language: English
  • Number of items: 1
  • Dimensions: 9.70" h x 2.02" w x 6.80" l, 3.72 pounds
  • Binding: Paperback
  • 1336 pages
Features
  • Used Book in Good Condition

From Library Journal
Rivkin (Connecticut Coll.) and Ryan (Northeastern Univ.) have designed this anthology for courses in literary theory at the graduate or at best advanced undergraduate level. Its title suggests a much more comprehensive scope than is in fact the case. There is no Aristotle here, no Sir Phillip Sidney, no Matthew Arnold. Instead, this anthology aims to include only contemporary literary theory, which means that the earliest pieces date back only to the 1920s, and many of the essays were written within the past decade. Attempting to include texts that are not commonly available, it also embraces the "heterodox and newly canonical" to provide students with a broad range of current viewpoints. The 100-plus essays and essay excerpts are grouped into ten categories, such as "Marxism," "Feminism," and "Gender Studies," with most of the introductory essays in each section written by the editors themselves. There is also a fine index. Despite a multiplicity of such anthologies, this one seems to live up to its claim that it is the most comprehensive one available. The list of essays included is available at Blackwell's website .APeter A. Dollard, Alma Coll. Lib., Mt. Pleasant, MI
Copyright 1998 Reed Business Information, Inc.

From the Back Cover
Literary Theory: An Anthology is a definitive collection of classic and contemporary statements in the field of literary theory and criticism. It is an invaluable resource for students who wish to familiarize themselves with the most recent developments in literary theory and with the traditions from which these new theories are derived.

The anthology represents all the major schools and methods that make up the dynamic field of literary theory. It contains classic texts from a range of movements, including Formalism, Structuralism, Marxism, Psychoanalysis, Deconstruction, Historicism, and Feminism, and incorporates cutting-edge work by leading theoreticians in the fields of Postmodernism, Cultural Studies, Post-colonialism, Gay and Lesbian studies, and Ethnic Studies. For the second edition, the content has been updated to include the most recent influential texts, particularly in the areas of Ethnic Studies, Transnational Studies, and Cultural Studies.

About the Author
Julie Rivkin is Professor at Connecticut College, where she teaches courses in American Literature, Contemporary Women Writers, and Literary Theory. She is the author of False Positions: The Representational Logics of Henry James's Fiction (1996).

Michael Ryan is Professor of English at Northeastern University, where he teaches courses in American Literature and Culture, American Film, and Literary Theory.

Most helpful customer reviews

34 of 37 people found the following review helpful.
Almost incomparably superior to other anthologies
By Alfred E. Guy Jr.
With all apologies to Alan Lopez, I have never seen a better anthology of literary theory. I am a college faculty member, one who teaches primarily first-year students. I use literary theory in both literature and writing classes, and there is just no other book with the range of selections in this one, and no other book with such sensible, helpful introductions. Certainly there is jargon, in both the selections and in the introductions, but to simplify the texts any more would be to replace reading them with reading "Foucault for Beginners." "Foucault for Beginners" is a fun book, and even useful, but it is not an anthology of primary theory texts. I cannot recommend this book strongly enough to people who want to have selections of a workable length (neither too long to swamp you, nor too short to be unrepresentative of the original authors' projects). If you are thinking about buying this book, that means you are interested in theory. If you are interested in theory, buy this book. If you teach theory, order this book. My only hesitation about requiring this for undergraduates is the price, which is a little hefty unless you are going to be sure to use a decent size chunk of the text.

0 of 5 people found the following review helpful.
Rivkin and Ryan
By lit crit
This is an outstanding anthology which covers an impressive number of the seminal works in Literary Criticism for today.

18 of 20 people found the following review helpful.
Good Introduction to Literary Theory
By E. Read
I found Rivkin's anthology to be comprehensive in terms of the variety of schools of thought covered. I bought it for a class, and my single complaint about the book and the class is the same: I feel that I'm not getting a full and comprehensive understanding of each individual theorist's work. But I suppose if I were a more dedicated scholar, I'd just read each theorist's complete works on my own instead of buying an introduction to critical theory. So, if you would like a deep understanding of a few individual theorists, this is not the book for you. But if you are looking to get an overview with many important details of the recent history (i.e. the last 100 years) of critical theory, I would highly recommend this book.

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[P260.Ebook] Free Ebook Put Money in Thy Purse: Filming of Orson Welles' "Othello", by Micheal MacLiammoir

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The author first met Orson Welles in Dublin's Gate Theatre during the late 1930s, and established a long and stormy relationship with him. When the film of "Othello" was planned by Welles, the author was hired as Iago. This book is an account of the travails attendant on the production, which constantly ran out of money, and is also an acerbic and witty assessment of Welles himself.

  • Sales Rank: #3347475 in Books
  • Published on: 1994-04-21
  • Ingredients: Example Ingredients
  • Original language: English
  • Number of items: 1
  • Binding: Paperback
  • 258 pages

Most helpful customer reviews

0 of 0 people found the following review helpful.
Wonderfully interesting account of the making of Orson Welles' "Othello"
By Katrina Mount
Wonderfully interesting account of the making of Orson Welles' "Othello". Great stories of Orson himself and his creative process by an industry insider who was deeply involved. Great fun.

0 of 0 people found the following review helpful.
Funny, insightful look at the making of Welles' "Othello"
By Cliff Burns
Orson Welles' 1952 film adaptation of OTHELLO was one of the most famously fraught movie productions ever. The initial financial backing collapsed, so Welles was forced to pay expenses out of his own pocket. Shooting was halted on several occasions, actors and crew sent home or, even worse, kept waiting in remote North African locations while bills for hotels and accommodations loomed. Meanwhile, the director-star would have jetted off somewhere to lend his talents to some production willing to pay through the nose for even a brief screen appearance by a living legend.

Welles tapped his old friend Michael MacLiammoir to play Iago to his Moor and it was an inspired choice. MacLiammoir's portrayal was superb and he was also on hand to document, via his daily diary, many of the travails and obstacles Welles faced. PUT MONEY IN THY PURSE is a warts and all depiction of Welles, we see his genius and his bluster and brutality as well. Yet somehow he was able to hold everything together, forge on with his film regardless of obstacles, and complete a truly cinematic and unique version out of an old chestnut, breathe life into the Bard, while so many other efforts fall by the wayside.

This book, along with Werner Herzog's CONQUEST OF THE USELESS, is an invaluable addition to any cineaste's collection, especially if they revere the films of Orson Welles and respect his gigantic and singular creative spirit. Difficult to find, almost impossible, in fact, which renders PUT MONEY IN THY PURSE, in my view, virtually priceless.

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Senin, 12 November 2012

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Black Like Me, by John Howard Griffin

  • Sales Rank: #4297 in Audible
  • Published on: 2003-12-24
  • Format: Unabridged
  • Original language: English
  • Running time: 419 minutes

Most helpful customer reviews

243 of 248 people found the following review helpful.
Excellent
By Alex Malinovich
I picked this up completely on a whim after hearing someone mention it online. It is absolutely an amazing work. To really get a feel for how far this country has come in 50 short years, and to really understand how far we have left to go, you need to read this.

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And while I can definitely appreciate how far we have come in a relatively short time, I am now able to see with a fresh new perspective the things that are still wrong with our thinking today.

0 of 0 people found the following review helpful.
I highly recommend this book
By Bwhami
The book was written in 1960 and is still relevant today. John Howard Griffin turned himself into a Black man using medications and sunlamp treatments. He then proceeded to visit several southern cities. He describes his treatment by white people, who weeks before had greeted him in a friendly manner when he was white, with hatred an ignorance. He talks about walking several miles to find a bathroom or a place to get a drink of water. He also tells how black people would go out of their way to help a fellow black man. The book is well written and makes you think seriously about the present state of race relations in the light of all the current race issues. White people need to read this book. I highly recommend this book.

0 of 0 people found the following review helpful.
Reading again
By Diana Anderson
I first read this book when I was a teenager in a small town in Oklahoma at the urging of my mother. It was eye-opening and I was appalled by the truth within its covers. It influenced me more than any other book. I read it again at this juncture after more than fifty years to observe the changes in our shared lives. There are many. Those changes seem to exclude certain hearts that cling doggedly to their own unacknowledged fear of anyone who is not the same as they.

We are not seems anything new when we see today's headlines; we are just seeing the ugly reality of a nation that has not progressed.

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Rabu, 07 November 2012

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The latest edition of the classic book grounded in the fundamentals. It introduces heating, ventilation, and air conditioning starting with basic principles of engineering leading to the latest HVAC design practice. Its engineering approach emphasizes fundamentals and realistic applications. Acknowledging numerous approaches to all engineering problems, the book presents alternate approaches and describes why some approaches work best in specific applications and what compromises are made using each of them. Provides carefully worked examples with step-by-step solutions listing assumptions, reference equations, and supporting material. Incorporates a careful use of easy-to-follow units and conversion factors providing basic mass and energy balances. The third edition of Thermal Environmental Engineering has been updated to reflect current approaches as well as new chapters on energy estimation, air handling system design, and piping system design. Discusses new replacement refrigerants as well as environmental issues. Presents single and multiple zone psychronetric systems; moisture transport in building structures; and the latest topics on indoor air quality and human comfort. An essential reference book for professional mechanical engineers.

  • Sales Rank: #1062578 in Books
  • Published on: 1998-02-07
  • Original language: English
  • Number of items: 1
  • Dimensions: 9.90" h x 1.60" w x 7.80" l, 3.44 pounds
  • Binding: Paperback
  • 740 pages

From the Back Cover
The latest edition of the classic book grounded in the fundamentals. It introduces heating, ventilation, and air conditioning starting with basic principles of engineering leading to the latest HVAC design practice. Its engineering approach emphasizes fundamentals and realistic applications. Acknowledging numerous approaches to all engineering problems, the book presents alternate approaches and describes why some approaches work best in specific applications and what compromises are made using each of them. Provides carefully worked examples with step-by-step solutions listing assumptions, reference equations, and supporting material. Incorporates a careful use of easy-to-follow units and conversion factors providing basic mass and energy balances. The third edition of Thermal Environmental Engineering has been updated to reflect current approaches as well as new chapters on energy estimation, air handling system design, and piping system design. Discusses new replacement refrigerants as well as environmental issues. Presents single and multiple zone psychronetric systems; moisture transport in building structures; and the latest topics on indoor air quality and human comfort. An essential reference book for professional mechanical engineers.

Most helpful customer reviews

1 of 1 people found the following review helpful.
Hard cover rocks
By Richard Oliphant
Loved the hard cover. Classmates had purchased the soft cover book mostly and they were falling apart by the end of the semester. The books that is. But yes also the students.

0 of 0 people found the following review helpful.
Not a helpful textbook
By D. McMahon
The index is put in between the appendices of various tables and charts, if that tells you anything. To complete many problems you have to reference other textbooks and tables. It's a waste of space.

0 of 1 people found the following review helpful.
Such an old book
By Yanglong Lu
My book sux for its outside quality. It is under very bad condition and cost me 110 bucks. I wish I could return it.

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Thermal Environmental Engineering (3rd Edition), by Thomas H. Kuehn, James W. Ramsey, James L. Threlkeld PDF

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Thermal Environmental Engineering (3rd Edition), by Thomas H. Kuehn, James W. Ramsey, James L. Threlkeld PDF
Thermal Environmental Engineering (3rd Edition), by Thomas H. Kuehn, James W. Ramsey, James L. Threlkeld PDF

Jumat, 02 November 2012

[E866.Ebook] Download PDF DAMA-DMBOK: Data Management Body of Knowledge (2nd Edition), by Dama International

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DAMA-DMBOK: Data Management Body of Knowledge (2nd Edition), by Dama International

DAMA-DMBOK: Data Management Body of Knowledge (2nd Edition), by Dama International



DAMA-DMBOK: Data Management Body of Knowledge (2nd Edition), by Dama International

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DAMA-DMBOK: Data Management Body of Knowledge (2nd Edition), by Dama International

The Data Management Body of Knowledge (DAMA-DMBOK2) presents a comprehensive view of the challenges, complexities, and value of effective data management.

Today's organizations recognize that managing data is central to their success. They recognize data has value and they want to leverage that value. As our ability and desire to create and exploit data has increased, so too has the need for reliable data management practices.

The second edition of DAMA International's Guide to the Data Management Body of Knowledge (DAMA-DMBOK2) updates and augments the highly successful DMBOK1. An accessible, authoritative reference book written by leading thinkers in the field and extensively reviewed by DAMA members, DMBOK2 brings together materials that comprehensively describe the challenges of data management and how to meet them by:

  • Defining a set of guiding principles for data management and describing how these principles can be applied within data management functional areas.
  • Providing a functional framework for the implementation of enterprise data management practices; including widely adopted practices, methods and techniques, functions, roles, deliverables and metrics.
  • Establishing a common vocabulary for data management concepts and serving as the basis for best practices for data management professionals.
DAMA-DMBOK2 provides data management and IT professionals, executives, knowledge workers, educators, and researchers with a framework to manage their data and mature their information infrastructure, based on these principles:
  • Data is an asset with unique properties
  • The value of data can be and should be expressed in economic terms
  • Managing data means managing the quality of data
  • It takes metadata to manage data
  • It takes planning to manage data
  • Data management is cross-functional and requires a range of skills and expertise
  • Data management requires an enterprise perspective
  • Data management must account for a range of perspectives
  • Data management is data lifecycle management
  • Different types of data have different lifecycle requirements
  • Managing data includes managing risks associated with data
  • Data management requirements must drive information technology decisions
  • Effective data management requires leadership commitment
Chapters include:
  • Data Management
  • Data Handling Ethics
  • Data Governance
  • Data Architecture
  • Data Modeling and Design
  • Data Storage and Operations
  • Data Security
  • Data Integration and Interoperability
  • Document and Content Management
  • Reference and Master Data
  • Data Warehousing and Business Intelligence
  • Metadata Management
  • Data Quality Management
  • Big Data and Data Science
  • Data Management Maturity Assessment
  • Data Management Organization and Role Expectations
  • Data Management and Organizational Change Management
Standardization of data management disciplines will help data management professionals perform more effectively and consistently. It will also enable organizational leaders to recognize the value and contributions of data management activities.

  • Sales Rank: #24275 in Books
  • Published on: 2017-07-05
  • Original language: English
  • Dimensions: 11.00" h x 1.41" w x 8.50" l,
  • Binding: Paperback
  • 644 pages

About the Author
DAMA International is a not-for-profit, vendor-independent association of technical and business professionals dedicated to advancing concepts and practices related to managing data and information in support of business strategy. With chapters throughout the world, DAMA International supports an empowered global community of information professionals by focusing on our five pillars: Membership; Certification and Education; Publications and Research; Chapters and Partnerships. DAMA International encourages best practice behavior through a network of connected individuals and organizations who share ideas, trends, problems, and solutions and who look to DAMA as the trusted, collaborative central resource for all things data. Visit dama.org to learn more.

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