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Author: David Keyes
Publisher: No Starch Press
ISBN: 1718503326
Category : Computers
Languages : en
Pages : 257
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Book Description
Learn how to use R for everything from workload automation and creating online reports, to interpreting data, map making, and more. Written by the founder of a very popular online training platform for the R programming language! The R programming language is a remarkably powerful tool for data analysis and visualization, but its steep learning curve can be intimidating for some. If you just want to automate repetitive tasks or visualize your data, without the need for complex math, R for the Rest of Us is for you. Inside you’ll find a crash course in R, a quick tour of the RStudio programming environment, and a collection of real-word applications that you can put to use right away. You’ll learn how to create informative visualizations, streamline report generation, and develop interactive websites—whether you’re a seasoned R user or have never written a line of R code. You’ll also learn how to: • Manipulate, clean, and parse your data with tidyverse packages like dplyr and tidyr to make data science operations more user-friendly • Create stunning and customized plots, graphs, and charts with ggplot2 to effectively communicate your data insights • Import geospatial data and write code to produce visually appealing maps automatically • Generate dynamic reports, presentations, and interactive websites with R Markdown and Quarto that seamlessly integrate code, text, and graphics • Develop custom functions and packages tailored to your specific needs, allowing you to extend R’s functionality and automate complex tasks Unlock a treasure trove of techniques to transform the way you work. With R for the Rest of Us, you’ll discover the power of R to get stuff done. No advanced statistics degree required.
Author: David Keyes
Publisher: No Starch Press
ISBN: 1718503326
Category : Computers
Languages : en
Pages : 257
Get Book Here
Book Description
Learn how to use R for everything from workload automation and creating online reports, to interpreting data, map making, and more. Written by the founder of a very popular online training platform for the R programming language! The R programming language is a remarkably powerful tool for data analysis and visualization, but its steep learning curve can be intimidating for some. If you just want to automate repetitive tasks or visualize your data, without the need for complex math, R for the Rest of Us is for you. Inside you’ll find a crash course in R, a quick tour of the RStudio programming environment, and a collection of real-word applications that you can put to use right away. You’ll learn how to create informative visualizations, streamline report generation, and develop interactive websites—whether you’re a seasoned R user or have never written a line of R code. You’ll also learn how to: • Manipulate, clean, and parse your data with tidyverse packages like dplyr and tidyr to make data science operations more user-friendly • Create stunning and customized plots, graphs, and charts with ggplot2 to effectively communicate your data insights • Import geospatial data and write code to produce visually appealing maps automatically • Generate dynamic reports, presentations, and interactive websites with R Markdown and Quarto that seamlessly integrate code, text, and graphics • Develop custom functions and packages tailored to your specific needs, allowing you to extend R’s functionality and automate complex tasks Unlock a treasure trove of techniques to transform the way you work. With R for the Rest of Us, you’ll discover the power of R to get stuff done. No advanced statistics degree required.
Author: Tilman M. Davies
Publisher: No Starch Press
ISBN: 1593276516
Category : Computers
Languages : en
Pages : 833
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Book Description
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.
Author: Mark Nelson
Publisher: CreateSpace
ISBN: 9781511556392
Category :
Languages : en
Pages : 200
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Book Description
A humorous guide to the wackiest holiday introduced to modern society. Festivus! The Book is an up-to-date complete reference for anyone who celebrates Festivus or plans to join the fun. Learn all about the traditions of a Seinfeld-based Festivus and witness the nuances of the original Festivus, as celebrated by the O'Keefe family. See first-hand how Festivus is celebrated by others and receive plenty of advice and tips to aid in your own Festivus party plans. What foods should be prepared? Is meatloaf preferred? Should you organize a wrestling match with your father? Are you too feeble for wrestling? What about arm wrestling or even thumb wrestling? How should you Air your Grievances? Maybe this is an opportunity to complain about Grandma's clicking dentures... You'll find great answers to all these questions, and more. "This book completes Festivus' transformation from borderline child endangerment to beloved pop-cultural footnote of the late 1990s." ~ Seinfeld Writer Dan O'Keefe
Author: Ottessa Moshfegh
Publisher: Penguin
ISBN: 0525522123
Category : Fiction
Languages : en
Pages : 189
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Book Description
From one of our boldest, most celebrated new literary voices, a novel about a young woman's efforts to duck the ills of the world by embarking on an extended hibernation with the help of one of the worst psychiatrists in the annals of literature and the battery of medicines she prescribes Our narrator should be happy, shouldn't she? She's young, thin, pretty, a recent Columbia graduate, works an easy job at a hip art gallery, lives in an apartment on the Upper East Side of Manhattan paid for, like the rest of her needs, by her inheritance. But there is a dark and vacuous hole in her heart, and it isn't just the loss of her parents, or the way her Wall Street boyfriend treats her, or her sadomasochistic relationship with her best friend, Reva. It's the year 2000 in a city aglitter with wealth and possibility; what could be so terribly wrong? My Year of Rest and Relaxation is a powerful answer to that question. Through the story of a year spent under the influence of a truly mad combination of drugs designed to heal our heroine from her alienation from this world, Moshfegh shows us how reasonable, even necessary, alienation can be. Both tender and blackly funny, merciless and compassionate, it is a showcase for the gifts of one of our major writers working at the height of her powers.
Author: Dana K. White
Publisher: Thomas Nelson
ISBN: 1400231442
Category : House & Home
Languages : en
Pages : 225
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Book Description
So you want to keep your kitchen counter clean but you aren't ready to toss the toaster? You want to be able to find your kids' socks but aren't looking to spend your 401(k) on clear bins? You long for a little more peace but minimalism isn't sparking joy? Discover 100 practical, do-able tips to organize, declutter and manage your home. Traditional organizing advice never worked for decluttering expert and self-proclaimed recovering slob Dana K. White. Is it possible, she wondered, to get organized without color coding my sock drawer? As Dana let go of the need for perfection, she discovered the joy of having an organized house in the midst of everyday life. You can too! In Organizing for the Rest of Us, Dana teaches you how to make great strides without losing your mind in organizing every room of your home. You'll find her 100 easy-to-read organizing tips invaluable, including: Why you need to get a grip on laundry and dishes before getting organized The basics of organization for people who don't like to organize Why changing how we think about clutter is the first step to getting rid of it How living with less stuff is better for the environment, our spiritual lives, and our relationships The simple yet life-changing tactic that is the container concept Organizing for the Rest of Us includes colorful, practical photos, a presentation page, and a ribbon marker, making it a thoughtful and useful gift or self-purchase if you are: Doing spring cleaning (or cleaning during any season) Making New Year's resolutions Downsizing your own home or your parents' home Decluttering and organizing for your own peace of mind Fans of Dana's popular podcast, A Slob Comes Clean, will treasure this book as a timeless (and frequently revisited) resource. With her humorous, lighthearted, easy-to-follow approach, Dana provides bite-size, workable solutions to break through every organizational struggle you have--for good! Look for additional, practical organizational resources from Dana: Decluttering at the Speed of Life How to Manage Your Home Without Losing Your Mind
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.
Author: Hadley Wickham
Publisher: CRC Press
ISBN: 1498759807
Category : Mathematics
Languages : en
Pages : 669
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Book Description
An Essential Reference for Intermediate and Advanced R Programmers Advanced R presents useful tools and techniques for attacking many types of R programming problems, helping you avoid mistakes and dead ends. With more than ten years of experience programming in R, the author illustrates the elegance, beauty, and flexibility at the heart of R. The book develops the necessary skills to produce quality code that can be used in a variety of circumstances. You will learn: The fundamentals of R, including standard data types and functions Functional programming as a useful framework for solving wide classes of problems The positives and negatives of metaprogramming How to write fast, memory-efficient code This book not only helps current R users become R programmers but also shows existing programmers what’s special about R. Intermediate R programmers can dive deeper into R and learn new strategies for solving diverse problems while programmers from other languages can learn the details of R and understand why R works the way it does.
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
Author: Jenny Odell
Publisher: Melville House
ISBN: 1612197507
Category : Technology & Engineering
Languages : en
Pages : 257
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Book Description
** A New York Times Bestseller ** NAMED ONE OF THE BEST BOOKS OF THE YEAR BY: Time • The New Yorker • NPR • GQ • Elle • Vulture • Fortune • Boing Boing • The Irish Times • The New York Public Library • The Brooklyn Public Library "A complex, smart and ambitious book that at first reads like a self-help manual, then blossoms into a wide-ranging political manifesto."—Jonah Engel Bromwich, The New York Times Book Review One of President Barack Obama's "Favorite Books of 2019" Porchlight's Personal Development & Human Behavior Book of the Year In a world where addictive technology is designed to buy and sell our attention, and our value is determined by our 24/7 data productivity, it can seem impossible to escape. But in this inspiring field guide to dropping out of the attention economy, artist and critic Jenny Odell shows us how we can still win back our lives. Odell sees our attention as the most precious—and overdrawn—resource we have. And we must actively and continuously choose how we use it. We might not spend it on things that capitalism has deemed important … but once we can start paying a new kind of attention, she writes, we can undertake bolder forms of political action, reimagine humankind’s role in the environment, and arrive at more meaningful understandings of happiness and progress. Far from the simple anti-technology screed, or the back-to-nature meditation we read so often, How to do Nothing is an action plan for thinking outside of capitalist narratives of efficiency and techno-determinism. Provocative, timely, and utterly persuasive, this book will change how you see your place in our world.
Author: Daniel Navarro
Publisher: Lulu.com
ISBN: 1326189727
Category : Computers
Languages : en
Pages : 617
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Book Description
"Learning Statistics with R" covers the contents of an introductory statistics class, as typically taught to undergraduate psychology students, focusing on the use of the R statistical software and adopting a light, conversational style throughout. The book discusses how to get started in R, and gives an introduction to data manipulation and writing scripts. From a statistical perspective, the book discusses descriptive statistics and graphing first, followed by chapters on probability theory, sampling and estimation, and null hypothesis testing. After introducing the theory, the book covers the analysis of contingency tables, t-tests, ANOVAs and regression. Bayesian statistics are covered at the end of the book. For more information (and the opportunity to check the book out before you buy!) visit http://ua.edu.au/ccs/teaching/lsr or http://learningstatisticswithr.com
