Download Machine Learning Using RBy Karthik Ramasubramanian, Abhishek Singh

Download Machine Learning Using RBy Karthik Ramasubramanian, Abhishek Singh

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Machine Learning Using RBy Karthik Ramasubramanian, Abhishek Singh

Download 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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PDF Ebook Comprehensive Pediatric Nephrology: Text with CD-ROM, 1eBy Denis F. Geary MB, Franz Schaefer MD

PDF Ebook Comprehensive Pediatric Nephrology: Text with CD-ROM, 1eBy Denis F. Geary MB, Franz Schaefer MD

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Comprehensive Pediatric Nephrology: Text with CD-ROM, 1eBy Denis F. Geary MB, Franz Schaefer MD

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This new clinical resource brings you a state-of-the-art comprehensive review on every clinical condition encountered in pediatric nephrology in one concise, clinically focused text. International experts provide you with the latest on epidemiology, diagnosis, investigations, management, and prognosis for a full range of pediatric kidney disorders. A full-color, highly visual, meticulously crafted format, makes this material remarkably easy for you to access and apply. Comprehensive Pediatric Nephrology also serves as an ideal resource for board review study for the ABP subspecialty boards in pediatric nephrology.

• Just the right amount of "need-to-know" basic science coupled with practical clinical guidance for every disorder helps you make efficient, informed decisions.
• The book provides a much needed update on the genetic origins of pediatric kidney disorders.
• Chapters about glomerulonephritis, nephrotic syndrome, and tubular disorders provide an orientation in the pathophysiology, differential diagnosis, and treatment of these heterogeneous disease entities.
• Disease specific chapters include diagnostic work-up, laboratory evaluation, and management of disorders and complications, making this necessary information readily accessible.
• The prevention and management of pediatric chronic renal failure and its complications are comprehensively covered in many detailed chapters.
• Four chapters devoted to childhood hypertension offer you insights into an increasingly prevalent condition among pediatric patients so you can treat them more effectively.
• A chapter on the role of the interventional radiologist in pediatric nephrology keeps you apprised of the latest advances in a key area in the field.
• The function of complementary and alternative medicine in patients with renal disease is reviewed for the first time in a standard pediatric nephrology textbook.
• A consistent organization throughout and a full-color layout lets you find diagnostic guidance quickly.

• Amazon Sales Rank: #2430692 in Books
• Published on: 2008-06-03
• Original language: English
• Number of items: 1
• Dimensions: 2.19" h x 8.73" w x 11.08" l, 7.69 pounds
• Binding: Hardcover
• 1040 pages

Review

"The simple use of color to highlight major subheadings, pagination, useful tables, and decision trees is effective. Illustrative radiographic images are plentiful. High-quality color photographs, histologic slides, and informative illustrations catch the eye…the didactic benefit of the book is enhanced by the inclusion of a CD-ROM with searchable content and a format that allows easy saving and incorporation of its materials into teaching presentations…this new textbook is innovative and generally reflects the evolution of pediatric nephrology and the ways in which we prioritize and process information… it is an appealing contribution to the field." – NEJM April 2009

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PDF Download Be Fast or Be Gone: Racing the Clock with Critical Chain Project ManagementBy Andreas Scherer

PDF Download Be Fast or Be Gone: Racing the Clock with Critical Chain Project ManagementBy Andreas Scherer

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Be Fast or Be Gone: Racing the Clock with Critical Chain Project ManagementBy Andreas Scherer

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Mike Knight, an executive in a semiconductor firm, learns that his eight-year-old son Tim has a rare form of brain cancer. Tim's best hope for long-term survival is a drug called Supragrel. Unfortunately, Supragrel is still in early clinical trials and may reach the market too late. Mike makes the agonizing decision to quit his job and go to work for Altus Labs, the developer of Supragrel, in hopes of helping them bring the drug to market more quickly. Mike is in for the challenge of his life as he struggles to keep his family together while racing against time to implement world-class project management in Altus Labs. Critical Chain Project Management is a superior project management process that has been quietly implemented in some of the world's best-known companies for over a decade. This book tells you the story of a Critical Chain Project Management implementation. The venue is a major pharmaceutical company, but it could happen anywhere in corporate America.

• Sales Rank: #1412715 in Books
• Published on: 2011-03-10
• Original language: English
• Number of items: 1
• Dimensions: 8.25" h x .75" w x 5.50" l, .90 pounds
• Binding: Hardcover
• 234 pages

About the Author
Dr. Andreas Scherer is General Manager of ProChain Solutions, Inc., a market leader in providing Enterprise Project Management solutions for Fortune 500 companies. He has held several senior executive positions, managing large businesses at AOL and Netscape. He holds a Ph.D. in computer science from the University of Hagen, Germany, and a Master of Computer Science from the University of Dortmund, Germany. He is author and coauthor of over twenty international publications and three books.

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Free Download Shaft Seals for Dynamic Applications (Mechanical Engineering)By Les Horve

Free Download Shaft Seals for Dynamic Applications (Mechanical Engineering)By Les Horve

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Describes all seal types used in industry for rotating, oscillating and reciprocating shaft applications. The work details the various practices for radial shaft seal selection, testing and installation recommended by the Society of Automotive Engineers, the Rubber Manufacture's Association, the American Society for Testing and Materials, and the American Society of Tribology and Lubrication Engineers, among others.

• Sales Rank: #2634703 in Books
• Brand: Brand: CRC Press
• Published on: 1996-06-12
• Original language: English
• Number of items: 1
• Dimensions: 9.32" h x 1.17" w x 6.24" l, 1.88 pounds
• Binding: Hardcover
• 504 pages

Features

• Used Book in Good Condition

Review
." . .a practical, comprehensive reference handbook designed for seal users, lubrication engineers, and maintenance personnel. . ..describes all the seal types used in industry today and classifies them into dynamic and static applications." ---Plant Engineer's Bookshelf

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