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The Elements of Statistical Learning

The Elements of Statistical Learning
Author : Trevor Hastie,Robert Tibshirani,Jerome Friedman
Publisher : Springer Science & Business Media
Release Date : 2013-11-11
Category : Mathematics
Total pages :536
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During the past decade there has been an explosion in computation and information technology. With it have come vast amounts of data in a variety of fields such as medicine, biology, finance, and marketing. The challenge of understanding these data has led to the development of new tools in the field of statistics, and spawned new areas such as data mining, machine learning, and bioinformatics. Many of these tools have common underpinnings but are often expressed with different terminology. This book describes the important ideas in these areas in a common conceptual framework. While the approach is statistical, the emphasis is on concepts rather than mathematics. Many examples are given, with a liberal use of color graphics. It should be a valuable resource for statisticians and anyone interested in data mining in science or industry. The book’s coverage is broad, from supervised learning (prediction) to unsupervised learning. The many topics include neural networks, support vector machines, classification trees and boosting---the first comprehensive treatment of this topic in any book. This major new edition features many topics not covered in the original, including graphical models, random forests, ensemble methods, least angle regression & path algorithms for the lasso, non-negative matrix factorization, and spectral clustering. There is also a chapter on methods for “wide” data (p bigger than n), including multiple testing and false discovery rates. Trevor Hastie, Robert Tibshirani, and Jerome Friedman are professors of statistics at Stanford University. They are prominent researchers in this area: Hastie and Tibshirani developed generalized additive models and wrote a popular book of that title. Hastie co-developed much of the statistical modeling software and environment in R/S-PLUS and invented principal curves and surfaces. Tibshirani proposed the lasso and is co-author of the very successful An Introduction to the Bootstrap. Friedman is the co-inventor of many data-mining tools including CART, MARS, projection pursuit and gradient boosting.

Current Affairs February 2021 E-Book - Download PDF Now!

Current Affairs February 2021 E-Book - Download PDF Now!
Author : Testbook.com
Publisher : Testbook.com
Release Date : 2021-03-18
Category : Study Aids
Total pages :89
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Current Affairs February E-Book 2021. Download PDF for competitive exams like UPSC, SSC, RRB, GATE, Banking, Teaching, State PSC, PSU etc., and go through the latest news & updates.

Conference Proceedings

Conference Proceedings
Author : Anonim
Publisher : Unknown
Release Date : 2003
Category : Electronic data processing documentation
Total pages :129
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FEDLINK Technical Notes

FEDLINK Technical Notes
Author : Anonim
Publisher : Unknown
Release Date : 1998-04
Category : Government libraries
Total pages :129
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Mining of Massive Datasets

Mining of Massive Datasets
Author : Jure Leskovec,Anand Rajaraman,Jeffrey David Ullman
Publisher : Cambridge University Press
Release Date : 2014-11-13
Category : Computers
Total pages :476
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Now in its second edition, this book focuses on practical algorithms for mining data from even the largest datasets.

Legislative Branch Appropriations for 2014: Fiscal year 2014 legislative branch appropriations requests

Legislative Branch Appropriations for 2014: Fiscal year 2014 legislative branch appropriations requests
Author : United States. Congress. House. Committee on Appropriations. Subcommittee on Legislative Branch
Publisher : Unknown
Release Date : 2013
Category : United States
Total pages :129
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Legislative Branch Appropriations for 2014

Legislative Branch Appropriations for 2014
Author : United States. Congress. House. Committee on Appropriations. Subcommittee on Legislative Branch
Publisher : Unknown
Release Date : 2013
Category : United States
Total pages :129
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Book of Business Lists

Book of Business Lists
Author : Anonim
Publisher : Unknown
Release Date : 2010
Category : Business enterprises
Total pages :129
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The ArcGIS Book

The ArcGIS Book
Author : Christian Harder,Clint Brown
Publisher : ESRI Press
Release Date : 2017
Category : Computers
Total pages :172
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This is a hands-on book about ArcGIS that you work with as much as read. By the end, using Learn ArcGIS lessons, you'll be able to say you made a story map, conducted geographic analysis, edited geographic data, worked in a 3D web scene, built a 3D model of Venice, and more.

The California Planner's Book of Lists

The California Planner's Book of Lists
Author : Anonim
Publisher : Unknown
Release Date : 2000
Category : City planning
Total pages :129
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Web Scraping with Python

Web Scraping with Python
Author : Ryan Mitchell
Publisher : "O'Reilly Media, Inc."
Release Date : 2015-06-15
Category : Computers
Total pages :256
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Learn web scraping and crawling techniques to access unlimited data from any web source in any format. With this practical guide, you’ll learn how to use Python scripts and web APIs to gather and process data from thousands—or even millions—of web pages at once. Ideal for programmers, security professionals, and web administrators familiar with Python, this book not only teaches basic web scraping mechanics, but also delves into more advanced topics, such as analyzing raw data or using scrapers for frontend website testing. Code samples are available to help you understand the concepts in practice. Learn how to parse complicated HTML pages Traverse multiple pages and sites Get a general overview of APIs and how they work Learn several methods for storing the data you scrape Download, read, and extract data from documents Use tools and techniques to clean badly formatted data Read and write natural languages Crawl through forms and logins Understand how to scrape JavaScript Learn image processing and text recognition

FEDLINK Technical Notes

FEDLINK Technical Notes
Author : Anonim
Publisher : Unknown
Release Date : 1996
Category : Government libraries
Total pages :129
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Business Data Networks and Telecommunications

Business Data Networks and Telecommunications
Author : Raymond R. Panko
Publisher : Prentice Hall
Release Date : 2005
Category : Business & Economics
Total pages :588
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This book has 11 core chapters that form a complete introduction to networking. Mini chapters follow 4 of the chapters (ch. 1, 3, and 8, and 9) & case studies or hands-on exercises reinforcing material in the previous core chapter. In addition, & three advanced modules at the end of the book (Module A, B, and C) & contain material teachers may wish to cover selectively for emphasis

Adobe Acrobat 8 PDF Bible

Adobe Acrobat 8 PDF Bible
Author : Ted Padova
Publisher : John Wiley & Sons
Release Date : 2008-03-11
Category : Computers
Total pages :1085
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"The Adobe Acrobat 8 PDF Bible is the comprehensive guide to Acrobat for novices and power users alike. With a concise, easy-to-read format, you will be creating interactive XML forms, enabling streamlined document review processes, and publishing high-impact electronic documents in no time." —Rick Brown, director of product management, Adobe Acrobat The book you need to succeed with Adobe Acrobat! Why do readers turn to the Adobe Acrobat Bible again and again? Because whether you're already experienced with Adobe Acrobat or you're learning to use this powerful tool for the first time, you'll find exactly what you need to know in these well-organized pages. Packed with helpful tips and step-by-step instructions, this latest edition will guide you through both basic and advanced features, enabling you to take full advantage of everything Acrobat 8 has to offer. Create, collect, and distribute forms with LiveCycle® Designer Work seamlessly with Microsoft® Office applications Convert AutoCAD® and Visio® files to PDF Discover new ways to edit PDFs and remove sensitive data Explore enhanced Shared Reviews tools with easy-to-use Wizard Collect form data by exporting it directly to Microsoft Excel® Combine files and create PDF Packages using new Acrobat 8 tools What's on the CD-ROM? You'll find valuable, author-developed sample files including PDF documents, Adobe Designer forms, and Acrobat PDF forms with JavaScripts—all arranged in folders according to chapters in the book, so you use them along with the book's tutorials. The CD also includes: Adobe Reader software Entire book in searchable PDF with embedded index Windows demonstration plug-ins

Machine Design Data Book

Machine Design Data Book
Author : BHANDARI
Publisher : McGraw Hill Education (India) Pvt Ltd
Release Date : 2014
Category :
Total pages :129
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