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• Published on: 2013-12-05
• Binding: Paperback

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Master the craft of predictive modeling by developing strategy, intuition, and a solid foundation in essential concepts

• Grasp the major methods of predictive modeling and move beyond black box thinking to a deeper level of understanding
• Leverage the flexibility and modularity of R to experiment with a range of different techniques and data types
• Packed with practical advice and tips explaining important concepts and best practices to help you understand quickly and easily

This book is intended for the budding data scientist, predictive modeler, or quantitative analyst with only a basic exposure to R and statistics. It is also designed to be a reference for experienced professionals wanting to brush up on the details of a particular type of predictive model. Mastering Predictive Analytics with R assumes familiarity with only the fundamentals of R, such as the main data types, simple functions, and how to move data around. No prior experience with machine learning or predictive modeling is assumed, however you should have a basic understanding of statistics and calculus at a high school level.

• Master the steps involved in the predictive modeling process
• Learn how to classify predictive models and distinguish which models are suitable for a particular problem
• Understand how and why each predictive model works
• Recognize the assumptions, strengths, and weaknesses of a predictive model, and that there is no best model for every problem
• Select appropriate metrics to assess the performance of different types of predictive model
• Diagnose performance and accuracy problems when they arise and learn how to deal with them
• Grow your expertise in using R and its diverse range of packages

R offers a free and open source environment that is perfect for both learning and deploying predictive modeling solutions in the real world. With its constantly growing community and plethora of packages, R offers the functionality to deal with a truly vast array of problems.

This book is designed to be both a guide and a reference for moving beyond the basics of predictive modeling. The book begins with a dedicated chapter on the language of models and the predictive modeling process. Each subsequent chapter tackles a particular type of model, such as neural networks, and focuses on the three important questions of how the model works, how to use R to train it, and how to measure and assess its performance using real world data sets.

By the end of this book, you will have explored and tested the most popular modeling techniques in use on real world data sets and mastered a diverse range of techniques in predictive analytics.

• Sales Rank: #321077 in Books
• Published on: 2015-06-30
• Released on: 2015-06-17
• Original language: English
• Number of items: 1
• Dimensions: 9.25" h x .94" w x 7.50" l, 1.56 pounds
• Binding: Paperback
• 300 pages

About the Author

Rui Miguel Forte

Rui Miguel Forte is currently the chief data scientist at Workable. He was born and raised in Greece and studied in the UK. He is an experienced data scientist who has over 10 years of work experience in a diverse array of industries spanning mobile marketing, health informatics, education technology, and human resources technology. His projects include the predictive modeling of user behavior in mobile marketing promotions, speaker intent identification in an intelligent tutor, information extraction techniques for job applicant resumes, and fraud detection for job scams. Currently, he teaches R, MongoDB, and other data science technologies to graduate students in the business analytics MSc program at the Athens University of Economics and Business. In addition, he has lectured at a number of seminars, specialization programs, and R schools for working data science professionals in Athens. His core programming knowledge is in R and Java, and he has extensive experience working with a variety of database technologies, such as Oracle, PostgreSQL, MongoDB, and HBase. He holds a master's degree in electrical and electronic engineering from Imperial College London and is currently researching machine learning applications in information extraction and natural language processing.

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It is essential to examine both the concept of intellectual property and the reasons why a legal system might incorporate such a concept. We are increasingly told that the wealth of nations, consists in 'intangible assets,' which include the products of human creativity, ingenuity and effort. It is frequently argued that these assets represent the future of the developed economies and that their adequate protection by the intellectual property regimes is essential to national, regional, and even global, prosperity. We are also told that the creators of such assets have a strong moral claim to them, and that developed legal systems should recognize this claim.

This text examines the ethical issues and debates surrounding intellectual property law and focuses on three aspects of the major intellectual property regimes: subject matter; the allocation of the first ownership of rights; and the scope of protection. These three aspects of the major regimes provide readers with a strong sense of the shape and purpose of the most important intellectual property systems.

• Sales Rank: #6040069 in Books
• Published on: 2007-10-11
• Original language: English
• Number of items: 1
• Dimensions: 5.70" h x 1.10" w x 8.50" l, 1.30 pounds
• Binding: Hardcover
• 250 pages

About the Author

Michael Spence is the Head of the Social Sciences Division of the University of Oxford, Fellow and Tutor in Law at St Catherine's College Oxford, and CUF Lecturer at the University of Oxford. He is also a Consultant to the London law firm Olswang Solicitors, and a Panelist of the WIPO Arbitration and Mediation Centre.

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• Published on: 1600
• Binding: Paperback

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#1 NEW YORK TIMES BESTSELLER • The incomparable hero of Jack Reacher: Never Go Back takes readers to school in his most explosive novel yet. After eleven straight global #1 bestsellers, discover the thrillers that The New York Times calls “utterly addictive.” It’s 1996, and Reacher is still in the army. In the morning they give him a medal, and in the afternoon they send him back to school. That night he’s off the grid. Out of sight, out of mind. Two other men are in the classroom—an FBI agent and a CIA analyst. Each is a first-rate operator, each is fresh off a big win, and each is wondering what the hell they are doing there. Then they find out: A Jihadist sleeper cell in Hamburg, Germany, has received an unexpected visitor—a Saudi courier, seeking safe haven while waiting to rendezvous with persons unknown. A CIA asset, undercover inside the cell, has overheard the courier whisper a chilling message: “The American wants a hundred million dollars.” For what? And who from? Reacher and his two new friends are told to find the American. Reacher recruits the best soldier he has ever worked with: Sergeant Frances Neagley. Their mission heats up in more ways than one, while always keeping their eyes on the prize: If they don’t get their man, the world will suffer an epic act of terrorism. From Langley to Hamburg, Jalalabad to Kiev, Night School moves like a bullet through a treacherous landscape of double crosses, faked identities, and new and terrible enemies, as Reacher maneuvers inside the game and outside the law.Praise for Night School“The prose is crisp and clean, and the fighting is realistic. . . . This latest installment has all the classic ingredients: a great setting (Hamburg), a good villain, and a mystery that draws you in efficiently, escalates unpredictably, and has a satisfying resolution.”—The New Yorker   “Another timely tour de force . . . The taut thriller is textbook [Lee] Child: fast-paced and topical with a ‘ripped from the headlines’ feel.”—Minneapolis Star-Tribune   “As gripping as ever.”—The Florida Times-Union Praise for #1 bestselling author Lee Child and his Jack Reacher series “Reacher [is] one of this century’s most original, tantalizing pop-fiction heroes.”—The Washington Post

• Amazon Sales Rank: #593496 in Books
• Published on: 2016-11-07
• Released on: 2016-11-07
• Formats: Audiobook, CD, Unabridged
• Original language: English
• Number of items: 11
• Dimensions: 5.90" h x 1.10" w x 5.10" l,
• Running time: 780 minutes
• Binding: Audio CD

Amazon.com Review An Amazon Best Book of November 2016: Last year’s Reacher book, Make Me, ended on a minor medical cliffhanger which I, for one, was looking forward to seeing resolved this Fall. But author Lee Child isn’t giving up the goods so easily. Instead of picking up where that book left off, he takes Reacher back in time to 1996. Still in the Army, Reacher is coming off a medal-earning career triumph when he is sent back to school. His three-man class (Reacher, a CIA guy and an FBI agent) however, is a front for a secret mission: figure out the plot behind a message intercepted in Germany which reads “the American wants 100 million dollars.” The good news for fans is that all the familiar elements show up in Night School: the words “Reacher says nothing” appear at least half a dozen times, and as usual, Reacher combines mechanical precision and brute strength to beat up bad guys with a degree of violence falling somewhere between Bruce Lee and a backhoe. Best of all, fan-favorite Sergeant Frances Neagley makes a welcome reappearance, riding shotgun with Reacher as he hunts for his quarry. Is the plot as robust and impressive as our hero? Not entirely, but readers will barely notice. Twenty-one books into this series it’s clear that what makes them work as well as they do is the joy of watching Reacher’s extraordinary powers of deduction working in tandem with his remarkable ass-kicking abilities. On that front, Child delivers as usual. --Vannessa Cronin, The Amazon Book Review

Review “The prose is crisp and clean, and the fighting is realistic. . . . This latest installment has all the classic ingredients: a great setting (Hamburg), a good villain, and a mystery that draws you in efficiently, escalates unpredictably, and has a satisfying resolution.”—The New Yorker “Another timely tour de force . . . The taut thriller is textbook [Lee] Child: fast-paced and topical with a ‘ripped from the headlines’ feel.”—Minneapolis Star-Tribune “As gripping as ever.”—The Florida Times-UnionPraise for #1 bestselling author Lee Child and his Jack Reacher series   “This series [is] utterly addictive.”—Janet Maslin, The New York Times   “Reacher [is] one of this century’s most original, tantalizing pop-fiction heroes.”—The Washington Post

About the Author Lee Child is the author of twenty New York Times bestselling Jack Reacher thrillers, eleven of which have reached the #1 position. All have been optioned for major motion pictures—including Jack Reacher (based on One Shot) and Jack Reacher: Never Go Back. Foreign rights in the Reacher series have sold in one hundred territories. A native of England and a former television director, Lee Child lives in New York City.From the Hardcover edition.

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Product details

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margin: 0.5em 0px 0em 25px !important;

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Audible Audiobook

Listening Length: 6 hours and 29 minutes

Program Type: Audiobook

Version: Unabridged

Publisher: Random House Audio

Audible.com Release Date: May 8, 2012

Whispersync for Voice: Ready

Language: English, English

ASIN: B0081CEFWI

Amazon Best Sellers Rank:

Great ideas from W. Mosley once again. However...this Black man geeking out sexually over a white woman is becoming stale. Somehow I feel like I've been there, done that with his stories. The sci-fi portion is interesting though.

As usual, Walter Mosley has written an engaging and thought-provoking narrative. I love his writing style and his mastery of diverse genres. He's made me go back and review the Greek classics. Awaiting his next, sure-to-be exciting book.

This book, although different in perspective, is a story that needs to be told as many ways as possible. Truth and Love are the way we were meant to live and this Truth will keep bubbling up to confront us and confound Hate and Lies. Yes, it's a Messianic story, but it remains true in every telling; who or whatever God truly is he wants us to live together caring for one another.

This was my first Kindle book and since I want to read all of Walter Mosley's books, I decided to start on this series as well. Both stories were great, I liked The Gift of Fire over On the Head of a Pin, but both were good reads. Wish they were a little bit longer, but I didn't feel cheated, just didn't want the stories to end. HIGHLY recommended!

The ending was so abrupt I was searching for additional pages. Just like the other books in the series I read it front to back in one sitting. Futuristic imagery which closely paralleled current events. Walter did it again!!

I have read everything Walter Mosley has published to date that I can find to buy. Been reading him for many years and he is one of the all time great writers, regardles of the genre.

No detectives or private eyes this time; but still suspenseful and riveting. Worth the read and maybe a view into another world.

If you have read and love Mosley's work, especially his science fiction, this book is for you.2 novellas with science fiction fantasy themes which are typical Mosley fare. They are both well written, easy and fast reading. Head of a Pin was more fantastic and shorter. Not nearly as out there as The Wave which is the only Mosley book I did not care for. The Gift of Fire is hopeful, positive and dare I say spiritual; the author seems to be in a good place, personally and this may portend a change in direction in his writing.If you are not a Walter Mosley fan, this is not for you. You will be better served to start with one of the Ezekiel Rawlins mysteries. I recommend Black Betty or Devil in a Blue Dress.

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Download The Contemporary Tea House: Japan's Top Architects Redefine a TraditionBy Arata Isozaki, Tadao Ando, Terunobu Fujimori, Kengo Kuma, Hiro

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The Contemporary Tea House: Japan's Top Architects Redefine a TraditionBy Arata Isozaki, Tadao Ando, Terunobu Fujimori, Kengo Kuma, Hiro

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The tea house is one of Japans most original buildingsa very small, very simple space consisting of tatami mat, tokonoma (the alcove where wall scrolls are hung and flower arrangements placed), ro (the sunken stove where tea is heated) and nijiriguchi (the half door through which guests enter) . For generations, Japanese architects have embraced the challenge of the tea house despite severe formal constraints.

Now, this beautiful and fascinating volume takes the traditional tea house and turns it on its head. An informative introduction explains the history of the tea ceremony and the tea house. Then, in chapters written by three of the worlds most renowned architects -- Arata Isozaki, Tadao Ando, Terunobu Fujimori as well as a fourth with text by Hiroshi Hara and Kengo Kuma, the book looks at twenty modern tea houses in Japan. Here are five men who share a fascination with exploring architectural space limited to the smallest possible spatial unit -- and the tea house is the perfect medium for satisfying this passion and curiosity.

Most of these structures are used solely for the tea ceremony, but a few have become spaces for meditation, or for simply spending quiet time alone, with a drink or a good book. Through insightful text, superb photographs and detailed drawings, The Contemporary Tea House introduces each architects philosophy and creative concerns, as well as the artistic techniques behind their constructions in materials ranging from wood and titanium to concrete, stone, and paper. The book also offers the specifications of each building, a glossary and profiles of the architects.

• Sales Rank: #1528258 in Books
• Brand: Brand: Kodansha USA
• Published on: 2007-09-01
• Original language: English
• Number of items: 1
• Dimensions: 8.90" h x .80" w x 12.00" l, 2.39 pounds
• Binding: Hardcover
• 134 pages

• Used Book in Good Condition

From Publishers Weekly
This vibrant, relevant study from architects Ando, Fujimori and Isozaki looks at the present moment of a centuries-old Japanese tradition, the chashitsu, or "tea room." In first-person narratives, leading Japanese architects discuss their contemporary take on the classic tea ceremony space. Full-color photographs, design sketches and polished plans are clearly laid out along with text, and each chapter focuses on a number of works by a single architect. Fujimori's chapter, for example, includes an elaborate tree-top tea house, an "enormous woven bamboo birdcage" called The Forum and a room built especially to host France's President Chirac. Ando gets to the heart of the matter in his statement of purpose: "not to dwell solely on the abstract; but to explore abstract concepts by expressing them through material phenomena." Three more architects-Isozaki, Kengo Kuma and Hiroshi Hara-discuss their designs, and how they relate to the genre's traditions, in similar terms, focusing on the "tension between abstraction and representation." Especially fascinating are discussions of materials used: for Fujimori, the most important components are "raw, unworked materials" and "amateur artisans" to do all the building. Throughout, the houses' elegance and simplicity are reflected in the text; lush images, meanwhile, provide tranquil warmth and a real sense of place.
Copyright © Reed Business Information, a division of Reed Elsevier Inc. All rights reserved.

Review
"Sumptuous look at one of Japan's most ancient architectural forms."--Financial Times."..visually stunning book." Celebrated Living"Whether you're interested in tea, architecture, Japanese gardens or simply beautiful things and spaces, this intriguing, elegant book is likely to capture your sensibilities. Minneapolis Star Tribune"Through insightful text, superb photographs and detailed drawings, The Contemporary Tea House introduces each architects philosophy and creative concern, as well as the artistic techniques behind their constructions in materials ranging from wood and titanium to concrete, stone, and paper. TEA AMagazine

About the Author

Recognized as one of the worlds leading architects, ARATA ISOZAKI is a frequent and sought-after lecturer who has been a visiting professor at UCLA, University of Hawaii, Rhode Island School of Design, Columbia, Harvard and Yale Universities. Among his projects are a large number of public and cultural buildings, including The Museum of Contemporary Art in Los Angeles, the COSI museum in Columbus, Ohio and Team Disney in Orlando. TADAO ANDO has served as a visiting professor at Yale,Columbia , and Harvard Universities and now holds the chair of a Special University Professor Emeritus at the University of Tokyo. His work in the U.S. includes the Pulitzer Foundation for the Arts, St. Louis; the Modern Art Museum of Fort Worth; Morimoto restaurant in New York City; a house, stable and mausoleum for former fashion designer Tom Ford, near Santa Fe (in progress); the expansion of the Clark Art Institute in Williamstown, Massachusetts (in progress); as well as the new Tokyo Tower, which will be the tallest structure in the world upon completion. Ando was awarded the AIA Gold Medal from the American Institute of Architects in 2002. TERUNOBU FUJIMORI is presently a professor at the Institute of Industrial Science, University of Tokyo. His major research was in architectural history and design and he has written many essays and books. He began designing buildings only when he was in his 40s. His first piece was the Jinchokan Moriya Historical Museum in 1991. He is also known for his Grass House, the Akino Fuku Museum and the Yoro Insects Museum, among others.

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