PDF Download Machine Learning Using RBy Karthik Ramasubramanian, Abhishek Singh

PDF Download Machine Learning Using RBy Karthik Ramasubramanian, Abhishek Singh

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Machine Learning Using RBy Karthik Ramasubramanian, Abhishek Singh

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Examine the latest technological advancements in building a scalable machine learning model with Big Data using R. This book shows you how to work with a machine learning algorithm and use it to build a ML model from raw data.

All practical demonstrations will be explored in R, a powerful programming language and software environment for statistical computing and graphics. The various packages and methods available in R will be used to explain the topics. For every machine learning algorithm covered in this book, a 3-D approach of theory, case-study and practice will be given. And where appropriate, the mathematics will be explained through visualization in R. All the images are available in color and hi-res as part of the code download.

This new paradigm of teaching machine learning will bring about a radical change in perception for many of those who think this subject is difficult to learn. Though theory sometimes looks difficult, especially when there is heavy mathematics involved, the seamless flow from the theoretical aspects to example-driven learning provided in this book makes it easy for someone to connect the dots..

What You'll Learn 

• Use the model building process flow
• Apply theoretical aspects of machine learning
• Review industry-based cae studies
• Understand ML algorithms using R
• Build machine learning models using Apache Hadoop and Spark

Who This Book is ForData scientists, data science professionals and researchers in academia who want to understand the nuances of machine learning approaches/algorithms along with ways to see them in practice using R. The book will also benefit the readers who want to understand the technology behind implementing a scalable machine learning model using Apache Hadoop, Hive, Pig and Spark.

• Amazon Sales Rank: #1508832 in Books
• Published on: 2016-12-24
• Original language: English
• Number of items: 1
• Dimensions: 9.25" h x 1.20" w x 6.10" l,
• Binding: Paperback
• 566 pages

From the Back Cover

This book is inspired by the Machine Learning Model Building Process Flow, which provides the reader the ability to understand a ML algorithm and apply the entire process of building a ML model from the raw data.

This new paradigm of teaching Machine Learning will bring about a radical change in perception for many of those who think this subject is difficult to learn. Though theory sometimes looks difficult, especially when there is heavy mathematics involved, the seamless flow from the theoretical aspects to example-driven learning provided in Blockchain and Capitalism makes it easy for someone to connect the dots.

For every Machine Learning algorithm covered in this book, a 3-D approach of theory, case-study and practice will be given. And where appropriate, the mathematics will be explained through visualization in R.

All practical demonstrations will be explored in R, a powerful programming language and software environment for statistical computing and graphics. The various packages and methods available in R will be used to explain the topics. In the end, readers will learn some of the latest technological advancements in building a scalable machine learning model with Big Data.

About the Author Karthik Ramasubramanian, works for one of the largest and fastest growing technology unicorn in India, Hike Messenger.  In his 7 years of research and industry experience, he has worked on cross-industry data science problems in retail, e-commerce, and technology, developing and prototyping data driven solutions. In his previous role at Snapdeal, one of the largest e-commerce retailers in India, he was leading core statistical modelling initiatives for customer growth and pricing analytics. Prior to Snapdeal, he was part of central database team, managing the data warehouses for global business applications of Reckitt Benckiser (RB). He has a Masters in Theoretical Computer Science from PSG College of Technology, Anna University and certified big data professional. He is passionate about teaching and mentoring future data scientists through different online and public forums. He also enjoys writing poems in his spare time and is an avid traveler.Abhishek Singh, is based in Ireland as a Data Scientist in the Advanced Data Science team for Prudential Financial Inc. He has 5 years of professional and academic experience in the Data Science field. At Deloitte Advisory, he led Risk Analytics initiatives for top US banks in their regulatory risk, credit risk, and balance sheet modelling requirements. In his current role, he is working on scalable machine learning algorithms for Individual Life Insurance branch of Prudential. He was also a trainer at Deloitte Professional University and development initiatives for professionals in the areas of statistics, economics, financial risk and data science tools (SAS and R). Abhishek is a B.Tech. in Mathematics and Computing from Indian Institute of Technology, Guwahati and has an MBA from Indian Institute of Management, Bangalore. He speaks at public events on Data Science and is working with leading universities towards bringing data science skills to graduates. He also holds a Post Graduate Diploma in Cyber Law from NALSAR University. He enjoys cooking and photography during his free hours. 

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Download Ebook The Emergence of Sociological TheoryBy Jonathan H. Turner, Leonard Beeghley, Charles H. Powers

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Sociology should be interesting. After all, it's about people! THE EMERGENCE OF SOCIOLOGICAL THEORY is just that: interesting. Inside, you'll discover the major theories of why groups of people act the way they do, and how you can use those theories in your daily life. It's easy to understand and packed with study tools, making THE EMERGENCE OF SOCIOLOGICAL THEORY the best of its kind on the market and the one that will help you get the grade you need.

• Sales Rank: #1015244 in Books
• Published on: 2006-03-29
• Released on: 2006-03-29
• Original language: English
• Number of items: 1
• Dimensions: 9.25" h x .91" w x 6.38" l, 1.49 pounds
• Binding: Hardcover
• 416 pages

Review
"Jonathan Turner is Distinguished Professor of Sociology at the University of California, Riverside. He is the author of more than two dozen books, including THE EMERGENCE OF SOCIOLOGICAL THEORY, which is published by Wadsworth as a companion volume to this text. Dr. Turner is also the author of well over one hundred research articles in journals and books, and has served on the editorial boards of many journals and publishers, including the University of California Press. An award-winning scholar, he has received the Faculty Research Lecturer Award at the University of California for his research on social theory."

About the Author
Jonathan Turner is Distinguished Professor of Sociology at UC, Riverside. He has authored dozen of articles and over thirty books, including THE STRUCTURE OF SOCIOLOGICAL THEORY, a companion volume to this book.

Leonard Beeghley has written numerous books and articles primarily in the area of stratification and social police issues.

Charles Powers has done research and written books and articles in the areas of theory and organizations.

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Ebook Download Sidetracked: Why Our Decisions Get Derailed, and How We Can Stick to the PlanBy Francesca Gino

Ebook Download Sidetracked: Why Our Decisions Get Derailed, and How We Can Stick to the PlanBy Francesca Gino

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Sidetracked: Why Our Decisions Get Derailed, and How We Can Stick to the PlanBy Francesca Gino

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You may not realize it but simple, irrelevant factors can have profound consequences on your decisions and behavior, often diverting you from your original plans and desires. Sidetracked will help you identify and avoid these influences so the decisions you make do stick—and you finally reach your intended goals.

Psychologist and Harvard Business School professor Francesca Gino has long studied the factors at play when judgment and decision making collide with the results of our choices in real life. In this book she explores inconsistent decisions played out in a wide range of circumstances—from our roles as consumers and employees (what we buy, how we manage others) to the choices that we make more broadly as human beings (who we date, how we deal with friendships). From Gino’s research, we see when a mismatch is most likely to occur between what we want and what we end up doing. What factors are likely to sway our decisions in directions we did not initially consider? And what can we do to correct for the subtle influences that derail our decisions? The answers to these and similar questions will help you negotiate similar factors when faced with them in the real world.

For fans of Dan Ariely and Daniel Kahneman, this book will help you better understand the nuances of your decisions and how they get derailed—so you have more control over keeping them on track.

• Sales Rank: #60384 in Books
• Published on: 2013-02-26
• Original language: English
• Number of items: 1
• Dimensions: 9.50" h x 6.25" w x 1.00" l, 1.11 pounds
• Binding: Hardcover
• 272 pages

Review
“Similar to Chip and Dan Heath’s Made To Stick and Malcolm Gladwell’s The Tipping Point, this book will appeal to those looking to build their business platform.” — Library Journal

“Thoroughly researched and informative, the book’s clarity and simplicity of structure are quite refreshing. Gino possesses a wealth of well-constructed research and experience — both inside university labs and in the business world. This book is filled with carefully explained studies that have taken many years to collect and establish, as well as many insights from the business consulting world.” — Business World magazine

“For the general reader desiring to learn more about research studies on some human decision biases and their effects, this book can provide a valuable perspective.” — Choice Magazine

“… a powerful survey outlining the entire decision-making process, how it gets derailed, and how to get it back on track.” — Midwest Book Review

“Worth reading in every respect [Sidetracked] distinguishes itself from other practical books in its substance and the relevance of its examples.” — Personalwirtschaft (Germany)

“What separates Sidetracked…from some other books on decision making is an in-depth exploration of the “human” obstacles as opposed to the “organizational” obstacles that can inhibit sound decision-making processes.” — Business Standard

“If you have always yearned to feel more secure in your decision-making, or at the very least, understand better why even your best-laid plans often go awry, Sidetracked is a straight-forward examination of the forces that affect our decisions which can help raise your awareness and keep you from veering off course.” — 800 CEO READ

“… an excellent book.” — Biz India (bizindia.net)

ADVANCE PRAISE for Sidetracked:

Dan Ariely, Professor of Psychology and Behavioral Economics, Duke University; author of the New York Times bestsellers Predictably Irrational, The Upside of Irrationality, and The Honest Truth about Dishonesty—
We are often unaware of the many forces that affect our decisions—sometimes with devastating consequences. In Sidetracked, Francesca Gino identifies and illuminates many of these forces to help us all make decisions that we, our mothers, and our kids will be happier with.

Chip Heath, Professor of Organizational Behavior, Stanford Graduate School of Business; co-author, Made to Stick and Switch: How to Change Things When Change is Hard—
Francesca Gino is one of the smartest and most insightful decision researchers in the field. Her clever research informs every page of this book and it will change the way you think about decision making.

Robert I. Sutton, Professor of Management Science and Engineering, Stanford Engineering School; author, Good Boss, Bad Boss and The No Asshole Rule—
Sidetracked is a scary, remarkably useful, and delightful romp. Scary because it shows how our imperfect brains can mess-up our decisions and our lives. Remarkably useful because it shows us how to thrive and triumph despite these imperfections. Delightful because Francesca Gino’s wisdom, quirky charm, and world-class smarts enrich every page.

John Engates, Chief Technology Officer, Rackspace—
Sidetracked is an indispensable guide for those interested in gaining insight into how we make decisions and the invisible forces that affect the process. Could our brains really be this susceptible to outside influence? The book reveals the truth—through example after example of carefully structured research—of just how easily influenced we are and concrete strategies for how to stay on track.

Daniel H. Pink, author, Drive: The Surprising Truth About What Motivates Us and A Whole New Mind—
Why do so many of our decisions go awry? Francesca Gino says the answer might be staring at us in the mirror. In Sidetracked, she reveals the many forces that distract our attention, distort our reasoning, and ultimately lead us astray. Reading this rich mix of experimental evidence and lively stories will help you rethink—and improve—how you make decisions in your life.

Susan Cain, author, Quiet: The Power of Introverts in a World That Can't Stop Talking—
This engaging, beautifully written, and thought-provoking book is a must read for anyone who wants a deep understanding of how decisions get so easily derailed, and advice on how to stick to well-thought out plans. A truly entertaining journey that will keep you turning pages through the very end.

About the Author
Francesca Gino is Professor of Business Administration at Harvard Business School. Her research focuses on judgment and decision making, ethics, productivity, and creativity. Her studies have been featured on CNN and NPR, as well as in leading print publications, including the Economist, the Financial Times, the New York Times, Newsweek, Scientific American, and Psychology Today. In 2009 the New York Times featured Gino’s research in the 9th Annual Year in Ideas. In 2015 she was chosen by Poets & Quants as one of the “Best 40 Under 40 Professors,” a ranking of the world’s top business school professors under the age of forty.

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Free Download Master Techniques in Surgery: Vascular Surgery: Arterial ProceduresBy R. Clement Darling III, C. Keith Ozaki

Free Download Master Techniques in Surgery: Vascular Surgery: Arterial ProceduresBy R. Clement Darling III, C. Keith Ozaki

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Master Techniques in Surgery: Vascular Surgery: Arterial ProceduresBy R. Clement Darling III, C. Keith Ozaki

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Take your surgical skills to the next level with Vascular Surgery: Arterial Procedures, a volume in the Master Techniques in Surgery Series! This clinical reference provides the richly illustrated guidance you need to perfect a full range of arterial techniques in vascular surgery, avoid and manage complications, and achieve optimal outcomes.

Key Features

• See exactly how to perform every essential arterial procedure, whether endovascular, open, or combined, thanks to a wealth of exquisite, step-by-step illustrations.
• Gain insights from international authorities, gleaning each expert’s preferred techniques in rich detail.
• Efficiently review background, indications and contraindications, preoperative planning, surgical techniques, postoperative management, and results and complications for each procedure, as well as selected references for further reading.
• Don’t miss Vascular Surgery: Hybrid, Venous, Dialysis Access, Thoracic Outlet, and Lower Extremity Procedures, the companion volume by Drs. Darling & Ozaki.
• Expand your repertoire with other volumes in theMaster Techniques in Surgery Series! Overseen by Josef E. Fischer, MD, editor of the classic two-volume reference Mastery of Surgery, these titles cover a wide range of common and advanced procedures in the major subspecialties of general surgery, including breast surgery, colon and rectal surgery, esophageal surgery, gastric surgery, hepatobiliary and pancreatic surgery, hernia, and thoracic surgery.

Now with the print edition, enjoy the bundled interactive eBook edition, which can be downloaded to your tablet and smartphone or accessed online and includes features like:

• Complete content with enhanced navigation
• A powerful search that pulls results from content in the book, your notes, and even the web
• Cross-linked pages, references, and more for easy navigation
• Highlighting tool for easier reference of key content throughout the text
• Ability to take and share notes with friends and colleagues
• Quick reference tabbing to save your favorite content for future use

• Sales Rank: #979540 in Books
• Published on: 2015-10-02
• Original language: English
• Number of items: 1
• Dimensions: 11.10" h x 1.00" w x 8.60" l, 1.59 pounds
• Binding: Hardcover
• 488 pages

Review
'a benchmark guide for the safe and effective performance of vascular procedures'
 
'editors of this book are highly qualified, and have recruited highly qualified contributors'
 
'a concise, well-illustrated atlas for trainees and practicing surgeons'
 
-Doodys Publishers' Club, Friday, July 18, 2014

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Download Ebook Space Planning BasicsBy Mark Karlen

Download Ebook Space Planning BasicsBy Mark Karlen

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Space planning involves much more than sketching a preliminary floor plan. A designer must take a client's programming needs into account and must also consider how other factors such as building codes and environmental factors affect a spatial composition. Space Planning Basics, now in its Third Edition, offers a highly visual, step-by-step approach to developing preliminary floor plans for commercial spaces. The book provides tools for visualizing space and walks the designer through other considerations such as building code requirements and environmental control needs. Specific programming techniques covered include matrices, bubble diagrams, CAD templates, block plans, and more. New to this edition are coverage of the basics of stair design, an essential aspect for planning spaces.

• Sales Rank: #377545 in Books
• Published on: 2009-05-04
• Original language: English
• Number of items: 1
• Dimensions: 10.90" h x .65" w x 8.40" l, 1.22 pounds
• Binding: Paperback
• 240 pages

From the Back Cover
The definitive book on space planning

Revised to address the most up-to-date developments in professional practice and technologies, Space Planning Basics, now in its Third Edition, offers a highly visual, step-by-step approach to developing preliminary floor plans for commercial spaces. It provides all the necessary tools and know-how to effectively organize and configure space and walks the designer through other considerations such as building code requirements and environmental control needs.

Illustrated with new drawings and exercises, this Third Edition develops the reader's applicable skills and ability to solve day-to-day issues in the real world. The text explains how to use matrices, bubble diagrams, block plans, and CAD templates for establishing a workable spatial organization.

New to this edition:

• Coverage of the basics of stair design, an essential element in planning spaces

• New section on stair design offers the basic information needed for incorporating this crucial component of interior space

• Programming examples for both small and large commercial spaces (up to 4,000 square feet)

Thoughtfully designed to help the reader absorb and master the material through hands-on exercises, Space Planning Basics, Third Edition is a valuable learning tool for intermediate-level students in interior design, architecture, facilities management, and construction management, as well as professionals in these fields.

About the Author
Mark Karlen, PhD, AIA, ASID, is the Director of the Master of Fine Arts in Interior Design program at Moore College of Art & Design, Philadelphia, Pennsylvania. He is an ASID/STEP Workshop Leader preparing interior designers for the National Council for Interior Design Qualification (NCIDQ) examination. In addition to many years spent in interior design education, he has extensive practice experience in architecture and interior design. The author's academic experience includes Head of the Interior Design Department at the University of Cincinnati, Chair at the Department of Interior Design at Pratt Institute, and Dean of the Art and Design Division at the Fashion Institute of Technology in New York.

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Free PDF The Everlasting CovenantBy Robyn Carr

Free PDF The Everlasting CovenantBy Robyn Carr

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The Everlasting CovenantBy Robyn Carr

Free PDF The Everlasting CovenantBy Robyn Carr

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Anne Gifford's dowry--or lack thereof--is of no concern to Sir Dylan DeFrayne. Wrapped in each other's arms, what more could they possibly need? Yet the young lovers' passion can never be sanctioned--the DeFraynes and Giffords have been sworn enemies for decades. Lest more blood be shed, the two must keep their affair a secret…and plot their elopement.

Clad in threadbare hand-me-downs, Anne never expects the powerful and aged Brennan Forbes to remember her face, let alone propose marriage. Anne's parents hastily accept--the union aligns the Giffords with the Duke of York, while the DeFraynes pledge allegiance to the House of Lancaster, on the eve of the War of Roses.

The arranged marriage looming ever closer, Dylan must brave the battlefield and bypass enemy lines to rescue his beloved. With a dynastic war and bitter rivalries standing in their way, Anne and Dylan must embark on a tortuous path that only the strongest of loves can endure.

Set in 15th century England, THE EVERLASTING COVENANT is an irresistible mix of danger and passion, guaranteed to ensnare readers.

Robyn Carr is the #1 New York Times and USA Today bestselling author of The Virgin River Series and The Thunder Point Series, published by MIRA. THE EVERLASTING COVENANT is one of her historical novels, which will all be reissued as digital editions in the coming months.

PRAISE FOR ROBYN CARR’S HISTORICALS:
“She has done it again. Robyn Carr is absolutely marvelous.” —Danielle Steel

“Adventure, danger, derring-do, as well as doings at the glittering anything-goes court of Charles II...Carr tells an entertaining yarn.” —Publishers Weekly

“A fast, gripping story...The reading public can anticipate good books from an imaginative new author.” —Best Sellers

PRAISE FOR ROBYN CARR'S OTHER NOVELS:
"Robyn Carr writes books that touch the heart and the funny bone." - Debbie Macomber

“Robyn Carr creates strong men, fascinating women and a community you’ll want to visit again and again. Who could ask for more?” –Sherryl Woods


“For great story telling and beautifully drawn characters, enter the world of Robyn Carr.” – NYT Bestselling author, Susan Elizabeth Phillips

“There's a reason Robyn's a #1 New York Times bestselling author. She's just that good.” – Kristan Higgins

“I found Carr’s style to be captivating…. I sat down with this kind of by accident…and read it in one sitting. That doesn’t happen for me very often—maybe once a year or once every other year.” – Pamela Clare on Virgin River

“Virgin River is sexy, tense, emotional, and satisfying. I can’t wait for more!” –Carla Neggers

“A thrilling debut of a series that promises much to come.” – Clive Cussler

“Robyn is an amazing talent!!!!” – Addison Fox

• Sales Rank: #415525 in eBooks
• Published on: 2013-11-19
• Released on: 2013-11-19
• Format: Kindle eBook

From Publishers Weekly
Tortured by a love they cannot deny but must conceal from their feuding families, raven-haired beauty Anne Gifford and her dashing knight Dylan de Frayne are caught up in the Wars of the Roses, England's 15th century struggle for the throne. Though Anne and Dylan's saga cannot boast originality, its predictable premise gives way to intriguing scenarios and intricate emotional entanglements, thanks to sophisticated character development and elegantly simple prose. Carr (The Troubadour's Romance deftly handles the themes of betrayal, envy, greed and the psychological patterns that recur over generations. Historical details suffuse the narrative gracefully, adding authenticity without becoming intrusive or pedantic. While England is ruled by a series of warring nobles (the feeble and insane Henry VI is unseated by young Edward IV, who then gives way to his brother, the unscrupulous Richard III), Anne likewise is claimed by a succession of knights, both honorable and base, as she struggles to realize a union with Dylan, her first and only love.
Copyright 1987 Reed Business Information, Inc.

From Library Journal
Carr ( The Troubador's Romance, By Right of Arms ) has once again written an exciting romantic novel set in the Middle Ages. Anne Gifford and Dylan deFayne love each other, but their families are bitter enemies. In addition to their private feud, the families are on opposite sides in the turbulent Wars of the Roses. When Anne becomes pregnant by Dylan, she must marry the kindly Lord Forbes in order to protect herself, her unborn child, and her family. For the next 25 years, as their fortunes rise and fall with the political situation, Anne and Dylan struggle with their love for each other, which, though hidden from the world, remains very much alive. Fans of Carr's historical novels will welcome this. Recommended. Susan K. Cohen, Free P.L., Berkeley Heights, N.J.
Copyright 1987 Reed Business Information, Inc.

About the Author
Robyn Carr is the New York Times and USA Today bestselling author of many novels, including The Virgin River Series.

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Ebook Free A Better WayBy John Barrow

Ebook Free A Better WayBy John Barrow

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A Better WayBy John Barrow

Ebook Free A Better WayBy John Barrow

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One of the loneliest, most painful places a man can find himself is in a cold, dark prison cell. It is a place very few ever intended to go. Young boys dream of growing up to be policemen, firemen, cowboys—anything but convicts or inmates. But, because some of us could not stay within the boundaries, we found ourselves in too deep. What started out as a little “fun and adventure” finished up being another painful experience. But why? That’s what we keep asking. Why? • Why do we continue to bring about self inflicted wounds? • Why do we find ourselves making the same old lap over and over again? • Will I ever get off of this vicious ride and stay off? • Will I ever solidify my walk and stabilize? • Will I ever quit hurting those who love me and causing all this collateral damage? These were my thoughts over and over again. Every time I found myself in YDC, the county jail, the state penitentiary, and finally holed up in solitary confinement, I would ask these questions. It seemed as though I could never find freedom from my own worst enemy, me.

• Sales Rank: #397323 in Books
• Published on: 2013-05-10
• Original language: English
• Number of items: 1
• Dimensions: 9.00" h x .46" w x 6.00" l,
• Binding: Paperback
• 204 pages

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