R for Data Science

R for Data Science PDF Author: Hadley Wickham
Publisher: "O'Reilly Media, Inc."
ISBN: 1491910364
Category : Computers
Languages : en
Pages : 521

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Book Description
Learn how to use R to turn raw data into insight, knowledge, and understanding. This book introduces you to R, RStudio, and the tidyverse, a collection of R packages designed to work together to make data science fast, fluent, and fun. Suitable for readers with no previous programming experience, R for Data Science is designed to get you doing data science as quickly as possible. Authors Hadley Wickham and Garrett Grolemund guide you through the steps of importing, wrangling, exploring, and modeling your data and communicating the results. You'll get a complete, big-picture understanding of the data science cycle, along with basic tools you need to manage the details. Each section of the book is paired with exercises to help you practice what you've learned along the way. You'll learn how to: Wrangle—transform your datasets into a form convenient for analysis Program—learn powerful R tools for solving data problems with greater clarity and ease Explore—examine your data, generate hypotheses, and quickly test them Model—provide a low-dimensional summary that captures true "signals" in your dataset Communicate—learn R Markdown for integrating prose, code, and results

R for Data Science

R for Data Science PDF Author: Hadley Wickham
Publisher: "O'Reilly Media, Inc."
ISBN: 1491910364
Category : Computers
Languages : en
Pages : 521

Get Book Here

Book Description
Learn how to use R to turn raw data into insight, knowledge, and understanding. This book introduces you to R, RStudio, and the tidyverse, a collection of R packages designed to work together to make data science fast, fluent, and fun. Suitable for readers with no previous programming experience, R for Data Science is designed to get you doing data science as quickly as possible. Authors Hadley Wickham and Garrett Grolemund guide you through the steps of importing, wrangling, exploring, and modeling your data and communicating the results. You'll get a complete, big-picture understanding of the data science cycle, along with basic tools you need to manage the details. Each section of the book is paired with exercises to help you practice what you've learned along the way. You'll learn how to: Wrangle—transform your datasets into a form convenient for analysis Program—learn powerful R tools for solving data problems with greater clarity and ease Explore—examine your data, generate hypotheses, and quickly test them Model—provide a low-dimensional summary that captures true "signals" in your dataset Communicate—learn R Markdown for integrating prose, code, and results

R Packages

R Packages PDF Author: Hadley Wickham
Publisher: "O'Reilly Media, Inc."
ISBN: 1491910542
Category : Computers
Languages : en
Pages : 201

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Book Description
Turn your R code into packages that others can easily download and use. This practical book shows you how to bundle reusable R functions, sample data, and documentation together by applying author Hadley Wickham’s package development philosophy. In the process, you’ll work with devtools, roxygen, and testthat, a set of R packages that automate common development tasks. Devtools encapsulates best practices that Hadley has learned from years of working with this programming language. Ideal for developers, data scientists, and programmers with various backgrounds, this book starts you with the basics and shows you how to improve your package writing over time. You’ll learn to focus on what you want your package to do, rather than think about package structure. Learn about the most useful components of an R package, including vignettes and unit tests Automate anything you can, taking advantage of the years of development experience embodied in devtools Get tips on good style, such as organizing functions into files Streamline your development process with devtools Learn the best way to submit your package to the Comprehensive R Archive Network (CRAN) Learn from a well-respected member of the R community who created 30 R packages, including ggplot2, dplyr, and tidyr

Catalyst

Catalyst PDF Author: Jennifer Ball
Publisher: Jennifer Ball
ISBN: 9780571199150
Category : Fiction
Languages : en
Pages : 284

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Book Description
Shelby delivers singing telegrams. Shelby's husband Max is a chemist. Shelby is attracted to Max's friend Hadley. Rahda is an Indian chemist who works with Max and Hadley. Rahda lies about a non-existent catalyst she alledgedly synthesized. Rahda's lies become a real catalyst for Shelby, Max, and Hadley, when they are forced to make hard choices about friendship, marriage, and the future.

Lila and Hadley

Lila and Hadley PDF Author: Kody Keplinger
Publisher: Scholastic Inc.
ISBN: 1338306111
Category : Juvenile Fiction
Languages : en
Pages : 174

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Book Description
Can a lost girl save a found dog? Find out in this unforgettable story about discovering true friendship, finding home, and the possibilities of forgiveness. Hadley is angry about a lot of things: Her mom going to jail. Having to move to another state to live with her older sister, Beth, even though they haven't spoken in five years. Leaving her friends and her school behind. And going blind. But then Hadley meets Lila. Lila is an abandoned dog who spends her days just quietly lying around at the local dog rescue where Beth works. She doesn't listen to directions or play with the other dogs or show any interest in people. So when Lila comes and sits by Hadley (which is hardly anything, but it's more than she's done with others), Beth thinks maybe Hadley can help Lila. She tells Hadley they'll bring Lila home as a foster dog and Hadley can teach her to follow commands, walk on a leash, and be more of a people dog so she's ready to be adopted. Only working with Lila is harder than Hadley thought, and so is the mobility training she starts taking to help with her failing vision. It feels like Lila is too stubborn to train and that learning to use a cane is impossible. But unless Hadley can help Lila, she'll never be adopted into a home. If Hadley could just let go of her anger, she might be able to save Lila ... and herself. New York Times bestselling author Kody Keplinger weaves an unforgettable story about discovering true friendship, finding home, and the possibilities of forgiveness.

Bad Dreams and Other Stories

Bad Dreams and Other Stories PDF Author: Tessa Hadley
Publisher: HarperCollins
ISBN: 0062476688
Category : Fiction
Languages : en
Pages : 206

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Book Description
Winner of the Edge Hill Short Story Prize A New York Times Notable Book of the Year An NPR Best Book of the Year The award-winning author of The Past once again "crystallizes the atmosphere of ordinary life in prose somehow miraculous and natural" (Washington Post), in a collection of stories that elevate the mundane into the exceptional. The author of six critically acclaimed novels, Tessa Hadley has proven herself to be the champion of revealing the hidden depths in the deceptively simple. In these short stories it’s the ordinary things that turn out to be most extraordinary: the history of a length of fabric or a forgotten jacket. Two sisters quarrel over an inheritance and a new baby; a child awake in the night explores the familiar rooms of her home, made strange by the darkness; a housekeeper caring for a helpless old man uncovers secrets from his past. The first steps into a turning point and a new life are made so easily and carelessly: each of these stories illuminate crucial moments of transition, often imperceptible to the protagonists. A girl accepts a lift in a car with some older boys; a young woman reads the diaries she discovers while housesitting. Small acts have large consequences, some that can reverberate across decades; private fantasies can affect other people, for better and worse. The real things that happen to people, the accidents that befall them, are every bit as mysterious as their longings and their dreams. Bad Dreams and Other Stories demonstrates yet again that Tessa Hadley "puts on paper a consciousness so visceral, so fully realized, it heightens and expands your own. She is a true master" (Lily King, author of Euphoria).

Moveable Feast: The Restored Edition

Moveable Feast: The Restored Edition PDF Author: Ernest Hemingway
Publisher: Simon and Schuster
ISBN: 1476770425
Category : Biography & Autobiography
Languages : en
Pages : 256

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Book Description
Published posthumously in 1964, A Moveable Feast remains one of Ernest Hemingway's most beloved works. Since Hemingway's personal papers were released in 1979, scholars have examined and debated the changes made to the text before publication. Now this new special restored edition presents the original manuscript as the author prepared it to be published. Featuring a personal foreword by Patrick Hemingway, Ernest's sole surviving son, and an introduction by the editor and grandson of the author, Seán Hemingway, this new edition also includes a number of unfinished, never-before-published Paris sketches revealing experiences that Hemingway had with his son Jack and his first wife, Hadley. Also included are irreverent portraits of other luminaries, such as F. Scott Fitzgerald and Ford Madox Ford, and insightful recollections of his own early experiments with his craft. Sure to excite critics and readers alike, the restored edition of A Moveable Feast brilliantly evokes the exuberant mood of Paris after World War I and the unbridled creativity and unquenchable enthusiasm that Hemingway himself epitomized.

The Millstone

The Millstone PDF Author: Margaret Drabble
Publisher: Houghton Mifflin Harcourt
ISBN: 9780156006194
Category : Fiction
Languages : en
Pages : 196

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Book Description
"Rosamund Stacey finds herself pregnant after her only sexual encounter. Despite her fierce independence and academic brilliance, Rosamund is naive and unworldly, and the choices before her are terrifying."--Back cover

R Markdown

R Markdown PDF Author: Yihui Xie
Publisher: CRC Press
ISBN: 0429782969
Category : Mathematics
Languages : en
Pages : 307

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Book Description
R Markdown: The Definitive Guide is the first official book authored by the core R Markdown developers that provides a comprehensive and accurate reference to the R Markdown ecosystem. With R Markdown, you can easily create reproducible data analysis reports, presentations, dashboards, interactive applications, books, dissertations, websites, and journal articles, while enjoying the simplicity of Markdown and the great power of R and other languages. In this book, you will learn Basics: Syntax of Markdown and R code chunks, how to generate figures and tables, and how to use other computing languages Built-in output formats of R Markdown: PDF/HTML/Word/RTF/Markdown documents and ioslides/Slidy/Beamer/PowerPoint presentations Extensions and applications: Dashboards, Tufte handouts, xaringan/reveal.js presentations, websites, books, journal articles, and interactive tutorials Advanced topics: Parameterized reports, HTML widgets, document templates, custom output formats, and Shiny documents. Yihui Xie is a software engineer at RStudio. He has authored and co-authored several R packages, including knitr, rmarkdown, bookdown, blogdown, shiny, xaringan, and animation. He has published three other books, Dynamic Documents with R and knitr, bookdown: Authoring Books and Technical Documents with R Markdown, and blogdown: Creating Websites with R Markdown. J.J. Allaire is the founder of RStudio and the creator of the RStudio IDE. He is an author of several packages in the R Markdown ecosystem including rmarkdown, flexdashboard, learnr, and radix. Garrett Grolemund is the co-author of R for Data Science and author of Hands-On Programming with R. He wrote the lubridate R package and works for RStudio as an advocate who trains engineers to do data science with R and the Tidyverse.

Cavendish

Cavendish PDF Author: Christa Jungnickel
Publisher: Bucknell University Press
ISBN: 9780838754450
Category : Biography & Autobiography
Languages : en
Pages : 844

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Book Description
"The Cavendishes flourished during the high tide of British aristocracy following the revolution of 1688-89, and the case can be made that this aristocracy knew its finest hour when Henry Cavendish gently laid his delicate weights in the pan of his incomparable precision balance. For this it took two generations and two kinds of invention, one in social forms and the other in scientific technique. This biography tells how it came to pass."--BOOK JACKET.

ABA Journal

ABA Journal PDF Author:
Publisher:
ISBN:
Category :
Languages : en
Pages : 126

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Book Description
The ABA Journal serves the legal profession. Qualified recipients are lawyers and judges, law students, law librarians and associate members of the American Bar Association.