-PDF Download- The Big R Book EBOOK

The Big R-Book

Author: Philippe J. S. De Brouwer

Publisher: John Wiley & Sons

Published: 2020-10-27

Total Pages: 928

ISBN-13: 1119632722

Introduces professionals and scientists to statistics and machine learning using the programming language R Written by and for practitioners, this book provides an overall introduction to R, focusing on tools and methods commonly used in data science, and placing emphasis on practice and business use. It covers a wide range of topics in a single volume, including big data, databases, statistical machine learning, data wrangling, data visualization, and the reporting of results. The topics covered are all important for someone with a science/math background that is looking to quickly learn several practical technologies to enter or transition to the growing field of data science. The Big R-Book for Professionals: From Data Science to Learning Machines and Reporting with R includes nine parts, starting with an introduction to the subject and followed by an overview of R and elements of statistics. The third part revolves around data, while the fourth focuses on data wrangling. Part 5 teaches readers about exploring data. In Part 6 we learn to build models, Part 7 introduces the reader to the reality in companies, Part 8 covers reports and interactive applications and finally Part 9 introduces the reader to big data and performance computing. It also includes some helpful appendices. Provides a practical guide for non-experts with a focus on business users Contains a unique combination of topics including an introduction to R, machine learning, mathematical models, data wrangling, and reporting Uses a practical tone and integrates multiple topics in a coherent framework Demystifies the hype around machine learning and AI by enabling readers to understand the provided models and program them in R Shows readers how to visualize results in static and interactive reports Supplementary materials includes PDF slides based on the book’s content, as well as all the extracted R-code and is available to everyone on a Wiley Book Companion Site The Big R-Book is an excellent guide for science technology, engineering, or mathematics students who wish to make a successful transition from the academic world to the professional. It will also appeal to all young data scientists, quantitative analysts, and analytics professionals, as well as those who make mathematical models.

The Book of R

Author: Tilman M. Davies

Publisher: No Starch Press

Published: 2016-07-16

Total Pages: 833

ISBN-13: 1593277792

DOWNLOAD EBOOK →

The Book of R is a comprehensive, beginner-friendly guide to R, the world’s most popular programming language for statistical analysis. Even if you have no programming experience and little more than a grounding in the basics of mathematics, you’ll find everything you need to begin using R effectively for statistical analysis. You’ll start with the basics, like how to handle data and write simple programs, before moving on to more advanced topics, like producing statistical summaries of your data and performing statistical tests and modeling. You’ll even learn how to create impressive data visualizations with R’s basic graphics tools and contributed packages, like ggplot2 and ggvis, as well as interactive 3D visualizations using the rgl package. Dozens of hands-on exercises (with downloadable solutions) take you from theory to practice, as you learn: –The fundamentals of programming in R, including how to write data frames, create functions, and use variables, statements, and loops –Statistical concepts like exploratory data analysis, probabilities, hypothesis tests, and regression modeling, and how to execute them in R –How to access R’s thousands of functions, libraries, and data sets –How to draw valid and useful conclusions from your data –How to create publication-quality graphics of your results Combining detailed explanations with real-world examples and exercises, this book will provide you with a solid understanding of both statistics and the depth of R’s functionality. Make The Book of R your doorway into the growing world of data analysis.

The Big Book of Tricks and Magic

Author: James R. Blackman

Publisher: Random House Trade

Published: 1979

Total Pages: 76

ISBN-13: 9780394841557

DOWNLOAD EBOOK →

Presents 40 tricks which can be performed with simple materials such as coins, matches, and water glasses.

Reproducible Finance with R

Author: Jonathan K. Regenstein, Jr.

Publisher: CRC Press

Published: 2018-09-24

Total Pages: 248

ISBN-13: 1351052608

DOWNLOAD EBOOK →

Reproducible Finance with R: Code Flows and Shiny Apps for Portfolio Analysis is a unique introduction to data science for investment management that explores the three major R/finance coding paradigms, emphasizes data visualization, and explains how to build a cohesive suite of functioning Shiny applications. The full source code, asset price data and live Shiny applications are available at reproduciblefinance.com. The ideal reader works in finance or wants to work in finance and has a desire to learn R code and Shiny through simple, yet practical real-world examples. The book begins with the first step in data science: importing and wrangling data, which in the investment context means importing asset prices, converting to returns, and constructing a portfolio. The next section covers risk and tackles descriptive statistics such as standard deviation, skewness, kurtosis, and their rolling histories. The third section focuses on portfolio theory, analyzing the Sharpe Ratio, CAPM, and Fama French models. The book concludes with applications for finding individual asset contribution to risk and for running Monte Carlo simulations. For each of these tasks, the three major coding paradigms are explored and the work is wrapped into interactive Shiny dashboards.

The R Book

Author: Michael J. Crawley

Publisher: John Wiley & Sons

Published: 2007-06-13

Total Pages: 953

ISBN-13: 9780470515068

DOWNLOAD EBOOK →

The high-level language of R is recognized as one of the mostpowerful and flexible statistical software environments, and israpidly becoming the standard setting for quantitative analysis,statistics and graphics. R provides free access to unrivalledcoverage and cutting-edge applications, enabling the user to applynumerous statistical methods ranging from simple regression to timeseries or multivariate analysis. Building on the success of the author’s bestsellingStatistics: An Introduction using R, The R Book ispacked with worked examples, providing an all inclusive guide to R,ideal for novice and more accomplished users alike. The bookassumes no background in statistics or computing and introduces theadvantages of the R environment, detailing its applications in awide range of disciplines. Provides the first comprehensive reference manual for the Rlanguage, including practical guidance and full coverage of thegraphics facilities. Introduces all the statistical models covered by R, beginningwith simple classical tests such as chi-square and t-test. Proceeds to examine more advance methods, from regression andanalysis of variance, through to generalized linear models,generalized mixed models, time series, spatial statistics,multivariate statistics and much more. The R Book is aimed at undergraduates, postgraduates andprofessionals in science, engineering and medicine. It is alsoideal for students and professionals in statistics, economics,geography and the social sciences.

My Big Book of Beginner Books About Me

Author: Various

Publisher: Random House Books for Young Readers

Published: 2011-12-27

Total Pages: 210

ISBN-13: 0307931838

DOWNLOAD EBOOK →

This collectible Dr. Seuss collection of six classic Beginner Books all about the body is perfect for inspiring a love of reading--and makes a great educational back-to-school gift! Eyes, ears, teeth, noses, feet, knees—practically every living thing has got them—and their variations are fascinating, especially to young children. And now, consumers of all ages can indulge their curiosity about these beguiling body parts. Books in this box set include: The Foot Book The Eye Book The Tooth Book The Nose Book The Ear Book The Knee Book A perfect gift for holidays and happy occaisions of all kinds, My Big Book of Beginner Books About Me is not only a great value, it's a great "body" of work! Originally created by Dr. Seuss himself, Beginner Books are fun, funny, and easy to read. These unjacketed hardcover early readers encourage children to read all on their own, using simple words and illustrations. Smaller than the classic large format Seuss picture books like The Lorax and Oh, The Places You’ll Go!, these portable packages are perfect for practicing readers ages 3-7—and lucky parents too!

The Big Book of Hap and Leonard

Author: Joe R. Lansdale

Publisher: Tachyon Publications

Published: 2018-03-07

Total Pages: 309

ISBN-13: 1616963093

DOWNLOAD EBOOK →

The boys are back, and just in time for Season 3 of the Hap and Leonard TV series, starring Michael K. Williams (The Wire) and James Purefoy (Altered Carbon). Hap Collins looks like a good ’ol boy, but his lefty politics don’t match. His buddy, Vietnam veteran Leonard Pine, is even more complicated: black, conservative, gay . . . and an occasional arsonist. With Hap and Leonard on the job, small-time crooks all on the way on up to the Dixie Mafia are extremely nervous. Everyone's favorite ass-kicking Texan duo are further immortalized in this expanded collection of tall tales, slick nonfiction, and four full-length novellas.

Big Book of R Carry-over Stories

Author: Say It Right

Publisher:

Published: 2004-01-01

Total Pages: 155

ISBN-13: 9780976049043

DOWNLOAD EBOOK →

The Big R-Book

Author: Philippe J. S. De Brouwer

Publisher: John Wiley & Sons

Published: 2020-10-16

Total Pages: 928

ISBN-13: 1119632773

DOWNLOAD EBOOK →

The Big Blue Book of Beginner Books

Author: P.D. Eastman

Publisher: Random House Books for Young Readers

Published: 2008-09-23

Total Pages: 355

ISBN-13: 0375855521

DOWNLOAD EBOOK →

What could make a better present than a classic Beginner Book? Six of them—for less than the price of two! We've taken the complete text and art of three beloved P.D. Eastman titles: Go, Dog. Go!, Are You My Mother?, and The Best Nest; Robert Lopshire's Put Me In the Zoo (the first of his books featuring the character Spot); Marilyn Sadler and Roger Bollen's It's Not Easy Being a Bunny (the first PJ Funnybunny story); and Mike McClintock's charming, cautionary tale A Fly Went By, and bound them together in one sturdy hardcover omnibus. A perfect introduction to reading that will whet young readers appetites for additional books in the Beginner Book series.