Learn R Programming In 24 Hours
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Learn R Programming In 24 Hours
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Author : Alex Nordeen
language : en
Publisher: Guru99
Release Date : 2020-10-31
Learn R Programming In 24 Hours written by Alex Nordeen and has been published by Guru99 this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-10-31 with Computers categories.
R is a programming language developed is widely used for statistical and graphical analysis. It can execute advance machine learning algorithms including earning algorithm, linear regression, time series, statistical inference. R programming language is used by Fortune 500 companies and tech bellwethers like Uber, Google, Airbnb, Facebook, Apple. R provides a data scientist tools and libraries (Dplyr) to perform the 3 steps of analysis 1) Extract 2) Transform, Cleanse 3) Analyze. Table of Contents Chapter 1: What is R Programming Language? Introduction & Basics Chapter 2: How to Download & Install R, RStudio, Anaconda on Mac or Windows Chapter 3: R Data Types, Arithmetic & Logical Operators with Example Chapter 4: R Matrix Tutorial: Create, Print, add Column, Slice Chapter 5: Factor in R: Categorical & Continuous Variables Chapter 6: R Data Frame: Create, Append, Select, Subset Chapter 7: List in R: Create, Select Elements with Example Chapter 8: R Sort a Data Frame using Order() Chapter 9: R Dplyr Tutorial: Data Manipulation(Join) & Cleaning(Spread) Chapter 10: Merge Data Frames in R: Full and Partial Match Chapter 11: Functions in R Programming (with Example) Chapter 12: IF, ELSE, ELSE IF Statement in R Chapter 13: For Loop in R with Examples for List and Matrix Chapter 14: While Loop in R with Example Chapter 15: apply(), lapply(), sapply(), tapply() Function in R with Examples Chapter 16: Import Data into R: Read CSV, Excel, SPSS, Stata, SAS Files Chapter 17: How to Replace Missing Values(NA) in R: na.omit & na.rm Chapter 18: R Exporting Data to Excel, CSV, SAS, STATA, Text File Chapter 19: Correlation in R: Pearson & Spearman with Matrix Example Chapter 20: R Aggregate Function: Summarise & Group_by() Example Chapter 21: R Select(), Filter(), Arrange(), Pipeline with Example Chapter 22: Scatter Plot in R using ggplot2 (with Example) Chapter 23: How to make Boxplot in R (with EXAMPLE) Chapter 24: Bar Chart & Histogram in R (with Example) Chapter 25: T Test in R: One Sample and Paired (with Example) Chapter 26: R ANOVA Tutorial: One way & Two way (with Examples) Chapter 27: R Simple, Multiple Linear and Stepwise Regression [with Example] Chapter 28: Decision Tree in R with Example Chapter 29: R Random Forest Tutorial with Example Chapter 30: Generalized Linear Model (GLM) in R with Example Chapter 31: K-means Clustering in R with Example Chapter 32: R Vs Python: What's the Difference? Chapter 33: SAS vs R: What's the Difference?
Sams Teach Yourself R In 24 Hours
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Author : Andy Nicholls
language : en
Publisher:
Release Date : 2015
Sams Teach Yourself R In 24 Hours written by Andy Nicholls and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015 with R (Computer program language) categories.
In just 24 lessons of one hour or less, Sams Teach Yourself R in 24 Hours helps you learn all the R skills you need to solve a wide spectrum of real-world data analysis problems. You'll master the entire data analysis workflow, learning to build code that's efficient, reproducible, and suitable for sharing with others. This book's straightforward, step-by-step approach teaches you how to import, manipulate, summarize, model, and plot data with R; formalize your analytical code; and build powerful R packages using current best practices. Practical, hands-on examples show you how to apply what you learn. Quizzes and exercises help you test your knowledge and stretch your skills. Learn How To Install, configure, and explore the R environment, including RStudio Use basic R syntax, objects, and packages Create and manage data structures, including vectors, matrices, and arrays Understand lists and data frames Work with dates, times, and factors Use common R functions, and learn to write your own Import and export data and connect to databases and spreadsheets Use the popular tidyr, dplyr and data.table packages Write more efficient R code with profiling, vectorization, and initialization Plot data and extend your graphical capabilities with ggplot2 and Lattice graphics Develop common types of models Construct high-quality packages, both simple and complex Write R classes: S3, S4, and Reference Classes Use R to generate dynamic reports Build web applications with Shiny Register your book at informit.com/register for convenient access to updates and corrections as they become available. This book's source code can be found at http://www.mango-solutions.com/wp/teach-yourself-r-in-24-hours-book.
R In 24 Hours Sams Teach Yourself
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Author : Andy Nicholls
language : en
Publisher: Sams Publishing
Release Date : 2015-12-16
R In 24 Hours Sams Teach Yourself written by Andy Nicholls and has been published by Sams Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-12-16 with Computers categories.
In just 24 lessons of one hour or less, Sams Teach Yourself R in 24 Hours helps you learn all the R skills you need to solve a wide spectrum of real-world data analysis problems. You’ll master the entire data analysis workflow, learning to build code that’s efficient, reproducible, and suitable for sharing with others. This book’s straightforward, step-by-step approach teaches you how to import, manipulate, summarize, model, and plot data with R; formalize your analytical code; and build powerful R packages using current best practices. Practical, hands-on examples show you how to apply what you learn. Quizzes and exercises help you test your knowledge and stretch your skills. Learn How To Install, configure, and explore the R environment, including RStudio Use basic R syntax, objects, and packages Create and manage data structures, including vectors, matrices, and arrays Understand lists and data frames Work with dates, times, and factors Use common R functions, and learn to write your own Import and export data and connect to databases and spreadsheets Use the popular tidyr, dplyr and data.table packages Write more efficient R code with profiling, vectorization, and initialization Plot data and extend your graphical capabilities with ggplot2 and Lattice graphics Develop common types of models Construct high-quality packages, both simple and complex Write R classes: S3, S4, and Reference Classes Use R to generate dynamic reports Build web applications with Shiny Register your book at informit.com/register for convenient access to updates and corrections as they become available. This book’s source code can be found at http://www.mango-solutions.com/wp/teach-yourself-r-in-24-hours-book/.
Sam S Teach Yourself Excel 97 In 24 Hours
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Author : Macmillan General Reference Staff
language : en
Publisher: MacMillan Publishing Company
Release Date : 1998-07
Sam S Teach Yourself Excel 97 In 24 Hours written by Macmillan General Reference Staff and has been published by MacMillan Publishing Company this book supported file pdf, txt, epub, kindle and other format this book has been release on 1998-07 with Computers categories.
A Practical Course With The German Language
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Author : W. H. Woodbury
language : en
Publisher:
Release Date : 1873
A Practical Course With The German Language written by W. H. Woodbury and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1873 with German language categories.
Sams Teach Yourself R In 24 Hours
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Author : Andy Nicholls
language : en
Publisher: Sams Publishing
Release Date : 2016
Sams Teach Yourself R In 24 Hours written by Andy Nicholls and has been published by Sams Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016 with Computer programming categories.
With the open source R programming language and its immense library of packages, you can perform virtually any data analysis task. Now, in just 24 lessons of one hour or less, you can learn all the skills and techniques you'll need to import, manipulate, summarize, model, and plot data with R; formalize analytical code; and build powerful R packages using current best practices. Each short, easy lesson builds on all that's come before: you'll learn all of R's essentials as you create real R solutions. R in 24 hours, Sams Teach Yourself covers the entire data analysis workflow from the viewpoint of professionals whose code must be efficient, reproducible and suitable for sharing with others.
Aaesph Review
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Author : American Association for the Education of the Severely/Profoundly Handicapped
language : en
Publisher:
Release Date : 1979
Aaesph Review written by American Association for the Education of the Severely/Profoundly Handicapped and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1979 with Children with disabilities categories.
Agi Report
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Author : American Geological Institute
language : en
Publisher:
Release Date : 1950
Agi Report written by American Geological Institute and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1950 with Geology categories.
Volap K Or Universal Language A Short Grammatical Course Transl With Key
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Author : Alfred Kirchhoff
language : en
Publisher:
Release Date : 1888
Volap K Or Universal Language A Short Grammatical Course Transl With Key written by Alfred Kirchhoff and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1888 with categories.
Michigan Register
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Author : Michigan. Legislative Council
language : en
Publisher:
Release Date : 1999
Michigan Register written by Michigan. Legislative Council and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999 with Delegated legislation categories.