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Use Big Data and technology to uncover real-world insights

You don't need a time machine to predict the future. All it takes is a little knowledge and know-how, and Predictive Analytics For Dummies gets you there fast. With the help of this friendly guide, you'll discover the core of predictive analytics and get started putting it to use with readily available tools to collect and analyze data. In no time, you'll learn how to incorporate algorithms through data models, identify similarities and relationships in your data, and predict the future through data classification. Along the way, you'll develop a roadmap by preparing your data, creating goals, processing your data, and building a predictive model that will get you stakeholder buy-in.

Big Data has taken the marketplace by storm, and companies are seeking qualified talent to quickly fill positions to analyze the massive amount of data that are being collected each day. If you want to get in on the action and either learn or deepen your understanding of how to use predictive analytics to find real relationships between what you know and what you want to know, everything you need is a page away!

• Offers common use cases to help you get started
• Covers details on modeling, k-means clustering, and more
• Includes information on structuring your data
• Provides tips on outlining business goals and approaches

The future starts today with the help of Predictive Analytics For Dummies.

• Sales Rank: #43802 in Books
• Published on: 2016-10-31
• Original language: English
• Number of items: 1
• Dimensions: 9.30" h x .90" w x 7.40" l, .0 pounds
• Binding: Paperback
• 456 pages

From the Back Cover

Real-world tips for creating business value

Details on modeling, data clustering, and more

Enterprise use cases to help you get started

Learn to predict the future!

Business today relies on effectively using data to predict trends and sales. Predictive analytics is the tool that can make it happen, and this book eliminates the tricks and shows you how to use it. You'll learn to prepare and process your data, create goals, build a predictive model, get your organization's stakeholders on board, and more.

Inside...

• How to start a project
• Identifying data types
• Modeling tips
• Working with algorithms
• How data clustering works
• How data classification works
• How deep learning works
• Advice on presentations
• Step-by-step predictive modeling

About the Author

Anasse Bari, Ph.D. is data science expert and a university professor who has many years of predictive modeling and data analytics experience.

Mohamed Chaouchi is a veteran software engineer who has conducted extensive research using data mining methods.

Tommy Jung is a software engineer with expertise in enterprise web applications and analytics.

Most helpful customer reviews

3 of 3 people found the following review helpful.
Over 400 pages of great information, the authors explain all aspects of predictive ...
By Amazon Customer
First impression: this is a major upgrade from the first edition. Over 400 pages of great information, the authors explain all aspects of predictive analytics and data modeling. This is one of the rare books that cover everything you need to know about this fascinating field. The book covers types of data and various aspects of analytics, data preparation, data modeling, algorithms, technologies, and it dives into the realm of big data. It provides solid insights on how to and what to expect. This is a must read by all practitioners and would-be data scientists.

2 of 2 people found the following review helpful.
Highly recommended.
By db
This is an all encompassing book about Predictive Analytics, covering all the topics you run into in this field. As a practitioner, I found this book very satisfying; it strikes a balance between in-depth analysis, and broad-ground covering of the relevant topics. The tips dispensed throughout the book were especially helpful. Also, the authors were able to communicate very complex topics relating to modeling aspects, and data preparation with clarity and precision rarely found in specialized books. Highly recommended.

3 of 3 people found the following review helpful.
Excellent Introduction to The Techniques of Predictive Analytics, Data Mining and Machine Learning
By Ira Laefsky
Predictive Analytics is defined by Wikipedia to be "a variety of statistical techniques from predictive modeling, machine learning, and data mining that analyze current and historical facts to make predictions about future or otherwise unknown events." This excellent book intended for the intelligent layman with basic computer and mathematical skills is more of a comprehensive review of the variety of techniques including statistics, data mining and machine learning that are used in business and other endeavors to solve a wide variety of problems including forecasting, classification, clustering and other sorts of analytical modeling. The concepts are explained at a level that anyone with an early college background in math and computer usage (not necessarily programming can understand and these are applied to a variety of problems ranging from marketing, to bird flocking and championship performance at the game of Go. Speaking of an area where I have some prior knowledge I found the explanation of "Neural Nets" and "Deep Learning" more comprehensible than many introductory books specifically devoted to these techniques.

In conclusion, I would say this book is a readable and comprehensive introduction to all applications of data mining, machine learning and a wide swath of statistics. One who reads carefully and executes some of the examples will be prepared to ask probing questions of any practitioner of Predictive Analytics and Data Science, and perform their own analysis for many simple cases.

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[R465.Ebook] Free Ebook Sustainable Communities - A New Design Synthesis for Cities, Suburbs and Towns, by Sim Van der Ryn, Peter Calthorpe

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Book by Sim Van der Ryn, Peter Calthorpe

• Sales Rank: #4035396 in Books
• Brand: Brand: Sierra Club Books
• Published on: 1991-08-13
• Released on: 1991-08-13
• Ingredients: Example Ingredients
• Original language: English
• Number of items: 1
• Dimensions: 11.00" h x 8.25" w x .50" l,
• Binding: Paperback
• 238 pages

Features

• Used Book in Good Condition

From Publishers Weekly
Architects, community planners, ecologists and biologists contribute ideas for developing largely self-reliant communities, drastically cutting the use of fossil fuels and putting regional economies in balance. "While it has the disconnected feel of a volume of symposium proceedings, this book offers innovative solutions," said PW. Illustrated.
Copyright 1991 Reed Business Information, Inc.

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[S303.Ebook] Download PDF The Triumph Tiger Cub Bible, by Mike Estall

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Incredibly comprehensive, this book is the ultimate reference source to every aspect of these machines, including 22 very detailed model profiles and delivery details of 113,000 individual machines to 153 countries, color schemes and much, much more. It contains full international history of the popular Triumph Tiger Cub & Triumph Terrier motorcycles, technical and design specifications of engine and transmission components, lubrication, fuel and electrical systems.

• Sales Rank: #2801797 in Books
• Published on: 2004-02-28
• Original language: English
• Number of items: 1
• Dimensions: 9.75" h x .95" w x 8.25" l, 1.10 pounds
• Binding: Hardcover
• 208 pages

Review

"A labour of love and the result of many years of research, here is the complete reference source to the Triumph Tiger Cub in all its forms" - Jonathan Hill - freelance

About the Author
Mike Estall bought his first Tiger Cub in 1956. Since then he has completed a succession of restoration projects (mostly Tiger Cubs or Terriers) and has researched and collected a vast amount of technical information on these postwar lightweights. He now runs the Tiger Cub and Terrier Register and a worldwide information service for Cub & Terrier owners.

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0 of 0 people found the following review helpful.
A Cub Essential
By Bill Quaccia
Like the title implies, This is the Bible. Not a workshop manual, parts catalog or hop-up guide, just a thoroughly complete model description from beginning to end listing all upgrades in chronological order.

2 of 2 people found the following review helpful.
Triumph Tiger Cub Bible
By Neil Cawthra
This is a thorough, comprehensive, and well illustrated history of this motorcycle, from the initial design philosophy, through the engineering development, to the marketing and competition exploits, both in Britain and the USA, its primary export market. There is insight into some of the key personalities involved, and interesting photographs and descriptions of one or two experimental prototypes of machines that were never put into production. The appendices give both detailed photographs and amazingly complete technical specifications of the many models and variations of this motorcycle, from Bonneville streamliners to French Army bikes. Anyone proposing to restore one of these machines will find this book invaluable. It is fair to say that there is nothing that anyone could wish to know about the Tiger Cub that is not in this book. The only caveat I have is that the amount of technical information may be overkill for the casual reader, this is an enthusiast's book.

1 of 1 people found the following review helpful.
a must have for cub owners
By mike s
mike estall has put together the ultimate reference guide as well as an indepth history of this unique machine.great photos and invaluable information!

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[V484.Ebook] PDF Ebook Caravaggio: Complete Works, by Sebastian Schütze

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A revolution in painting: The mysterious genius who transformed European art   Caravaggio, or more accurately Michelangelo Merisi da Caravaggio (1571–1610), was always a name to be reckoned with. Notorious bad boy of Italian painting, the artist was at once celebrated and controversial: Violent in temper, precise in technique, a creative master, and a man on the run.

This work offers a comprehensive reassessment of Caravaggio’s entire oeuvre with a catalogue raisonné of his works. Each painting is reproduced in large format, with recent, high production photography allowing for dramatic close-ups with Caravaggio's ingenious details of looks and gestures.

Five introductory chapters analyze Caravaggio's artistic career from his early struggle to make a living, through his first public commissions in Rome, and his growing celebrity status. They look at his increasing daring with lighting and with a boundary-breaking realism which allowed even biblical events to unfold with an unprecedented immediacy before the viewer. An accompanying artist chronology follows Caravaggio's equally tumultous personal life.

This is the definitive work about Caravaggio for generations to come, to be delved into and put on display, with its slipcase neatly converting into a book stand.

• Sales Rank: #38872 in Books
• Published on: 2015-08-19
• Original language: English
• Number of items: 1
• Dimensions: 15.25" h x 1.58" w x 11.12" l, .0 pounds
• Binding: Hardcover
• 306 pages

About the Author
Sebastian Schütze was a longtime research fellow at the Bibliotheca Hertziana (Max Planck Institute for Art History) in Rome. He is a member of the academic board of the Istituto Italiano per gli Studi Filosofici in Naples, and a corresponding member of the Österreichische Akademie der Wissenschaften. From 2003 to 2009 he held the Bader Chair in Southern Baroque Art at Queen’s University in Kingston. In 2009 he was appointed Professor of Early Modern Art History at Vienna University.

Most helpful customer reviews

79 of 86 people found the following review helpful.
Too Dark is right!
By Charles F. Held Jr.
I just returned from a 2 1/2 week trip to Italy during which time I visited Uffizi, Borghese, San Luigi dei Francesi, Santa Maria del Popolo, Pitti Palace, Pinoteca Capitolina, and the Scuderie dei Quirinale CARAVAGGIO exhibition. So I have personally viewed nearly half of Caravaggio's authenticated works within the past month. And, to confirm the writings of some of the other reviewers, many of the reproduction plates in this book are inaccurately dark. I was disappointed with the cave-like lighting provided at the Quirinale show, but even those tiny halogen bulbs illuminated more of the subtleties of M. Merisi's work than do the reproductions in this book, which was proudly announced as being full of new - and supposedly properly exposed - photographs.

One great mystery lies in the fact that where there are multiple representations of the same work, the brightness levels vary - sometimes greatly - from one photo to the next. In nearly all cases the detail plates (which are full-bleed) are brighter and more accurate than the full-size shots. The smaller photos displaying the Cantarelli Chapel at San Luigi more faithfully reproduce the colors of the St. Matthew trilogy than do the dedicated full-page plates. I have little technical knowledge of the printing process, but it seems to me that those who do this for a living (especially at this book's price-point!) would know how to calibrate their devices, publishing software and inks to produce a finished product of consistent tone and luminance.

A couple of other quibbles:

1. The book is divided into two major sections: The first, on heavy glossy stock, combines the more 'free-form' essays which put Caravaggio's paintings into context with his life, his contemporaries, and his influences, with the full-size and detail plates accompanied by smaller reproductions of mentioned works by other artists. But as you read, the plates run farther and farther ahead of the text, so the words on page 115 might describe a work reproduced on page 138. Considering the amount of blank space on some of the pages, the design team at Taschen might have considered a layout whereby the reader could view the plate and read the relevant text without sticking multiple fingers of both hands between the pages to hold his place. The second section, on a matte stock, contains the catalogue, which, while focusing more on provenance, still ends up containing significant redundancies with the essays.

2. While nearly all of the horizontally-oriented works are treated to spread-size reproductions (16" x 24" minus margins), all of the vertically-oriented works are displayed on single pages with margins (for example The Seven Acts Of Mercy is 8 5/8" x 13"). Since the size and weight of the book obviate the need for viewing it on a table rather than in the lap, a few larger representations of vertical works which required the rotation of the book would have been a nice addition.

FYI, there are three tri-fold full-bleed details: The Calling Of St Matthew, The Seven Acts Of Mercy, and the Borghese St Jerome Writing).

I await the delivery of a used copy of the Puglisi book, as well as the reissue of the Spike; perhaps between those three and my Quirinale exhibition catalogue I will acquire a complete set of Caravaggio reproductions of the highest quality.

30 of 30 people found the following review helpful.
One of the very best Caravaggio art books.
By blauereiter
[[VIDEOID:8bdb213a2c617b2b37b4d816be940f9b]] To see more pictures from the book, please visit my blog via my Amazon profile link.

Caravaggio ( 1571-1610 ) was an Italian painter of the Baroque movement renowned for his bold and masterful use of light and darkness ( Chiaroscuro ) to create dramatic compositions.

This art book by Taschen is a splendid reproduction of the now out of print deluxe edition Caravaggio: The Complete Works, first published in 2009. Although slightly smaller in print size than the original edition, the book is still a hefty volume and comes at a much lower price tag, making it a great value purchase for a very comprehensive collection of Caravaggio's works.

The huge prints of Caravaggio's paintings are beautifully and faithfully reproduced in the book, and the page count and content is identical to the original edition.

There are many Caravaggio art books out there, but this is one the best. Taschen has created a book of exceptional value and quality, and this gets my highest recommendations.

74 of 83 people found the following review helpful.
Physical exam for this aesthetics-with brains-with brawn champion
By J. Faulk
The subtitle is actually The Complete Works rather than ...Paintings. Page count is 306, not 480.

In black boards with gold lettering, and a beautiful jacket of the head of Judith exemplifying the stunning dimensions of the masterpieces and details within.

The book opens with six spreads picturing six head details. The book is printed and sewed (in Italy) with state of the art tolerances and lies flat, but occasionally of course threads or a razor thin line is visible in the center of a spread spanned by an art piece.

CONTENTS

I Lombard beginnings 1571-1592 page 20
II The path to artistic autonomy 1592-1599 page 28
III The large religious works in Rome 1599-1606 page 94
IV The late oeuvre in Southern Italy: Naples-Malta-Sicily 1606-1610 page 184
Epilogue, reflections and refractions page 238
Catalogue of Paintings page 242
Bibliography page 300
Index page 304
Acknowledgements, Credits, Imprint page 306

All page stock is substantial, semiglossy up through page 242 for utterly convincing color of full and detail reproductions, entailing bleeds or white framing; from page 243 onward, uncoated paper that is a pleasure to the touch and takes the ink very well to reproduce all the pictures again in smaller size, say 3 by 5 inches, for reference as you read the detailed descriptions.

The Catalogue first presents Paintings 1-67, in chronological order, and comprising, in the opinion of the author, indubitably autograph works (as well as copies of them). Paintings 68-89 are accepted by some Caravaggio scholars but should be regarded as copies or imitations by other hands; this category includes also potentially autograph works whose appraisal is impaired, for example by their poor state of preservation (nor can absolute chronology be established).

The volume includes three foldouts, so you can enjoy a panoramic three-page view of a detail. Some paintings are also shown in their architectural settings. The works of some other artists are included in reduced format to contribute to the scholarly text, which is quite readable in double-column double-spaced format. You will want to lay this big book on a surface for comfortable investigation.

MY FOOTNOTES (the book avoids them)

This book reached me at the UPS Store in an overlarge box, like it was a 20 inch tv set, and stuffed with air bladders, but those UPS guys ripped into it at my request. The book itself is packed in a tight corrugated cardboard "attache case" with a pullup plastic handle, and is a bitch to open. The long ribbon attached to the book as place marker does leave an indentation on the page it touches during tight storage.

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Caravaggio: Complete Works, by Sebastian Schütze PDF
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• Sales Rank: #1132665 in eBooks
• Published on: 2015-06-06
• Released on: 2015-06-06
• Format: Kindle eBook

Most helpful customer reviews

0 of 0 people found the following review helpful.
Just another cookbooks bundle
By Sassi Morales
It is ok as a cookbook and does have good info related to the body's processes. .. my complaint is why so many authors are allowed to use the term "superfoods" only as marketing strategy and not because of the use of actual superfoods.... I wish USA would adopt the same regulations for the use of the term that EU has implemented to avoid misleading the buyer

0 of 0 people found the following review helpful.
Recipes
By Pearl Luv
Good recipes

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Superfoods Recipes Box Set: 500+ Superfoods Breakfasts, Casseroles, Soups & Stews, Salads, Smoothies, Stir Fries and Desserts : Gluten Free PDF
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[A952.Ebook] Download Barron's AP United States History, 3rd Edition, by Eugene Resnick

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• Test-taking strategies for answering both the test's multiple choice, short answer, long essay, and document-based questions
• A detailed review of U.S. history, from pre-contact American Indian societies and the evolution of Colonial society, the American Revolution, the Civil War and Reconstruction, the growth of industrial America, World War I, the Great Depression, World War II, the Cold War, America in the age of Clinton, Bush, and Obama, and much more

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• Sales Rank: #9003 in Books
• Published on: 2016-08-01
• Original language: English
• Number of items: 1
• Dimensions: 10.80" h x 1.00" w x 11.10" l, .0 pounds
• Binding: Paperback
• 528 pages

From the Inside Flap
Table of Contents:
Barron's Essential 5
PART ONE: INTRODUCTION
Preparing for the Redesigned Advanced Placement U.S. History Exam
1 Historical Thinking Skills and Thematic Learning Objectives
2 Navigating the Redesigned Advanced Placement U.S. History Exam
PART TWO: REVIEW SECTION--TIME PERIODS
3 Period 1: 1491-1607 The Meeting of Three Peoples
4 Period 2: 1607-1754 Patterns of Empire and Resistance
5 Period 3: 1754-1800 The Crisis of Empire, Revolution, and Nation-Building
6 Period 4: 1800-1848 The Meaning of Democracy in an Era of Economic and Territorial Expansion
7 Period 5: 1844-1877 Slavery, Civil War, and the Transformation of American Society
8 Period 6: 1865-1898 The Challenges of the Era of Industrialization
9 Period 7: 1890-1945 Economic Dislocation and Reform in the Age of Empire and World War
10 Period 8: 1945-1980 Redefining Democracy in the Era of Cold War and Liberal Ascendency
11 Period 9: 1980-Present Political and Foreign Policy Adjustments in a Globalized World
PART THREE: PRACTICE EXAMS
Practice Test 1
Practice Test 2
Index

About the Author
Eugene has taught in the Social Studies Department at Midwood High School in Brooklyn, New York, for 25 years; he has taught AP United States History for 14 of those years. He received a Master's degree in American History from Brooklyn College.

Most helpful customer reviews

0 of 0 people found the following review helpful.
This has a great summary of US history
By Sad Panda
This has a great summary of US history. Not quite as great as the AP World History, but it does the job if you are trying to cram.

0 of 0 people found the following review helpful.
the two would serve as a good review.
By Leigh E Cockrill
Helpful overview of events and key figures. Coupled with YouTube's Crash Courses, the two would serve as a good review.

0 of 0 people found the following review helpful.
Five Stars
By Sean
Great help for the AP exam

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