Kamis, 26 Maret 2015

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Rabu, 25 Maret 2015

[V953.Ebook] PDF Ebook Data Mining for Business Intelligence: Concepts, Techniques, and Applications in Microsoft Office Excel with XLMiner, by Galit Shmueli, Ni

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Data Mining for Business Intelligence: Concepts, Techniques, and Applications in Microsoft Office Excel with XLMiner, by Galit Shmueli, Ni

This book arose out of a data mining course at MIT's Sloan School of Management. Preparation for the course revealed that there are a number of excellent books on the business context of data mining, but their coverage of the statistical and machine learning algorithms and theoretical underpinnings is not sufficiently detailed to provide a practical guide for users who possess the raw skills and tools to analyze data. This book is intended for the business student (and practitioner) of data mining techniques, and the goal is threefold: (1) to provide both a theoretical and practical understanding of the key methods of classification, prediction, reduction and exploration that are at the heart of data mining; (2) to provide a business decision-making context for these methods; and (3) using real business cases and data, to illustrate the application and interpretation of these methods. The book employs the use of an Excel add-in, XLMinerTM, at no cost to registered instructors, in order to illustrate and interpret the various data sets that are presented throughout. Real-life business cases are also presented so that readers can implement algorithms with a very low learning hurdle. Table of Contents Foreword Preface Acknowledgments 1. Introduction 2. Overview of the Data Mining Process 3. Data Exploration and Dimension Reduction 4. Evaluating Classification and Predictive Performance 5. Multiple Linear Regression 6. Three Simple Classification Methods 7. Classification and Regression trees 8. Logistic Regression 9. Neural Nets 10. Discriminant Analysis 11. Association Rules 12. Cluster Analysis 13. Cases References Index

  • Sales Rank: #4624561 in Books
  • Published on: 2008
  • Original language: English
  • Dimensions: .0" h x .0" w x .0" l, 1.04 pounds
  • Binding: Paperback

Most helpful customer reviews

0 of 0 people found the following review helpful.
Four Stars
By Amazon Customer
Excellent. I recommand it.

20 of 20 people found the following review helpful.
Excellent choice for business analysts that want a brief exposure with case studies (and software)
By Keith McCormick
I am a data mining trainer and consultant. This book not only has good content, but it offers a 90 day license of software with which to rehearse the case study examples. My comments on the book will be accompanied by comments on the software. The book is the perfect fit for its intended audience. With the caution that certain readers will do better elsewhere, I think it is a great book. The major topics are addressed, albeit briefly, with clarity. If you are a first timer reader of this subject, there are not many books that will do a better job explaining these technical subjects for a general audience.

Like most full time data miners, I would have difficulty living within the constraints of Excel. XLMiner is a fine piece of software, but it lives inside Excel as an Excel add-on. The most famous limitation is having no more than 1,000,000 rows of data, but that nature of that limitation applied to Data Mining is frequently misunderstood. I am often on projects with "big data" clients where I only model 100,000 or fewer records. XLMiner allows you to read from a database larger than Excel can handle, and let's you write out to a database larger than Excel can handle. I was surprised and impressed by this. In the end, though, it still isn't enough. I need to be able to merge and manipulate my large data files so that I can carefully select the smaller fraction that I am going to model. In short, I can't live without my more powerful tools. There is an essay offered as a sidebar in the book on the state of the Data Mining Software Tools market by Herb Edelstein which discusses exactly this fact. XLMiner was originally developed as a piece of teaching software, and it excels at that. It doesn't intend to be a deployment tool for the whole business enterprise like some of the more powerful Data Mining suites. If you don't have access to such tools you might be pleasantly surprised what it can do since the other tools are many times more expensive.

Despite this limitation, this is a strong book. It would be just perfect for MBAs that are intrigued with Data Mining. It would be great for a first course in Data Mining provided that it wasn't the first of many. If someone were about to embark on a Data Mining advanced degree, I don't think this book is the best route to go. I would suggest Handbook of Statistical Analysis and Data Mining Applications as an introduction for that audience. I also think it is an outstanding choice for a seminar leader that wants to offer demonstrations for the audience. I would suggest providing the audience with copies (or allowing them to get them). What a great way to learn the material - by doing. I debated using this book for exactly that purpose and ended up going with the Handbook of Statistical Analysis and Data Mining Applications only because I felt my audience, representing larger companies, would end up using one the Data Mining suites in the end, and I wanted them to see them.

I would also suggest this book for self study. It is as easy a read as this kind of material is going to get. Technical? Yes. Light reading? Not really. However, Data Mining algorithms never make for light reading. What you hope for is clarity, and the right amount of detail. For the uninitiated, this is perfect. For Data Mining professionals, it would be just a very basic review. Some reviewers seems to have found it a tough slog. It is very much in the style of "here is the rough idea - try a case study". If you've never studied statistics, there is no careful walk through of the formulas, but that is not the point of the book. Lots of other books do that. If you want to know how Data Mining works "under the hood" you won't really find that here either. For example, Regression is covered in about 15 pages. Overall, I think it makes good choices in terms of detail.

It covers all the material you need in an introduction. It offers a very brief initial chapter defining the subject. It does a decent job at data visualization. It is a basic introduction the algorithms with supporting case studies. The is almost no data preparation because XLMiner is not designed to do any heavy lifting here. It can do partitioning and explains why this is critical to data mining. For a good discussion of data preparation and Excel read Linoff's fine book Data Analysis Using SQL and Excel. A surprising number of the famous techniques are here: neural nets, k nearest neighbors, clustering, classification trees and even time series analysis. The case studies are fairly basic, but well described. They are easy to download from the website. Again, perfect for a first course in Data Mining. Everything an instructor would need for a good solid introduction - exactly the audience the book was written for.

7 of 13 people found the following review helpful.
Needs Serious Instructor Guidance
By Jessica Jean
This book IS NOT for those who want to learn on their own. While this book does try to engage the learner by offering examples using storytelling, it fails on an instructional level. It doesn't fully explain the when or why behind the theory or application of data mining, and each aspect of it. It includes many equations that it just expects people to know. If you do know know orthogonal equations or linear regression by heart, this book will throw you for a loop.

I am taking an online class using this book, and I am ready to tear my hair out. Right now I am searching for books online to supplement my learning. If I find a better book, I will definitely add it to my post.

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Sabtu, 21 Maret 2015

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Corporate Information Strategy & ManagementApplegate, Lynda, Austin, Robert, Soule, Deborah

  • Sales Rank: #824403 in Health and Beauty
  • Published on: 2008
  • Ingredients: Example Ingredients

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Kamis, 19 Maret 2015

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A Handbook of Applied Statistics in Pharmacology, by Katsumi Kobayashi, K. Sadasivan Pillai

Statistics plays an important role in pharmacology and related subjects such as toxicology and drug discovery and development. Improper statistical tool selection for analyzing the data obtained from studies may result in wrongful interpretation of the performance or safety of drugs. This book communicates statistical tools in simple language. The examples used are similar to those that scientists encounter regularly in their research area. The authors provide cognitive clues for selection of appropriate tools to analyze the data obtained from the studies and explain how to interpret the result of the statistical analysis.

  • Sales Rank: #3854385 in eBooks
  • Published on: 2012-10-18
  • Released on: 2012-10-18
  • Format: Kindle eBook

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Jumat, 13 Maret 2015

[D800.Ebook] PDF Ebook I'll Never Give Up on You, by Becky Hope

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Previously published as All in a Day's WorkBecky Hope works on the front line of child protection.
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  • Sales Rank: #5440339 in Books
  • Published on: 2011-11-24
  • Original language: English
  • Number of items: 1
  • Dimensions: 8.00" h x .80" w x 5.00" l, 1.00 pounds
  • Binding: Paperback
  • 288 pages

Review
Thank God for social workers...All in a Day's Work details the everyday acts of courage and devotion that are so often taken for granted.―Take a Break

hectic, emotionally draining and occasionally frightening... amid the inevitable tragedies, Hope recounts victories and some uplifting happy endings too.―Reader's Digest

an affecting insight into a job that prompts polarised responses...The glimpses of the children's lives are devastating.―Guardian

About the Author
Becky has worked in child protection for the past 20 years. This is her first book.

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Selasa, 03 Maret 2015

[R550.Ebook] Fee Download Houghton Mifflin Social Studies: Assessment Options Blackline Masters Grade 3 Communities, by HOUGHTON MIFFLIN

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Houghton Mifflin Social Studies: Assessment Options Blackline Masters Grade 3 Communities, by HOUGHTON MIFFLIN

Houghton Mifflin Social Studies Communities Assessment Options.

  • Sales Rank: #405173 in Books
  • Brand: Brand: Houghton Mifflin
  • Published on: 2008-01-14
  • Original language: English
  • Binding: Paperback
  • 168 pages
Features
  • Used Book in Good Condition

Most helpful customer reviews

0 of 0 people found the following review helpful.
Social studies assement
By Iyana Tennon
Houghton Mifflin has a great social studies curriculum. Tests are based on materials from the chapter. It would be more helpful if they had lesson quizzes.

See all 1 customer reviews...

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Selasa, 24 Februari 2015

[R423.Ebook] Download Juventus: A History in Black and White, by Adam Digby

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Juventus: A History in Black and White, by Adam Digby

The story of Juventus FC, one of world football's truly great clubs and one of the oldest on the peninsula, is truly the story of Italian football. Known as La Vecchia Signora - "The Old Lady" - she is the perfect blend of flair, artistry and skill, combined with a ruthless determination and will to win that constantly flirts with the less savoury elements of the game.

For every Michel Platini or Alessandro Del Piero to win the hearts of fans of the beautiful game, there has been a Claudio Gentile or Paolo Montero waiting their moment to launch a well-timed elbow into an opponent. For every Gianni Agnelli to woo the crowds with his sartorial elegance and well chosen words, a Luciano Moggi lurks, playing the villain and serving to heighten the levels of hate felt towards the club by rival supporters.

It is all encapsulated by those starkly contrasting stripes which have become synonymous with the Turin giants.

This is that story, a history in black and white.

  • Sales Rank: #712426 in eBooks
  • Published on: 2015-02-23
  • Released on: 2015-02-23
  • Format: Kindle eBook

About the Author
Adam Digby is a football writer who contributes to Four Four Two, IBWM, 8by8 magazine and many more. Papa, Mister & Juventino per sempre.

Most helpful customer reviews

1 of 1 people found the following review helpful.
or even just a fan of the beautiful game then this is a book for you
By pinodaniele
If you are a fan of Juventus, or even just a fan of the beautiful game then this is a book for you. A very well written history of one of the most important clubs in world football. Great read.

0 of 0 people found the following review helpful.
Disappointing
By John Irving
I found this book very shoddy, more a collection of statistics picked up here and there than a history with a real feeling for the subject. The writing's very poor, full of grammatical and spelling mistakes. On top of that, the author has only a very vague knowledge of Italian, hence a series of howlers involving not only the names of people and places, but also facts. Two thirds of the book are dedicated to Juventus from the 70s onwards. I happen to live in Turin and was present at most of the games mentioned. The author gets many things wrong, too many for me to list here. I'm available as an editor, though, if ever the book were to be reprinted!

0 of 0 people found the following review helpful.
story & history
By Kindle Customer
I love Juve so I had to read it. now I not only love but also know this great club. thank you Adam.

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