Beginning Data Science in R

This book PDF is perfect for those who love Computers genre, written by Thomas Mailund and published by Apress which was released on 09 March 2017 with total hardcover pages 369. You could read this book directly on your devices with pdf, epub and kindle format, check detail and related Beginning Data Science in R books below.

Beginning Data Science in R
Beginning Data Science in R
Author : Thomas Mailund
File Size : 42,5 Mb
Publisher : Apress
Language : English
Release Date : 09 March 2017
ISBN : 9781484226711
Pages : 369 pages
Get Book

Beginning Data Science in R by Thomas Mailund Book PDF Summary

Discover best practices for data analysis and software development in R and start on the path to becoming a fully-fledged data scientist. This book teaches you techniques for both data manipulation and visualization and shows you the best way for developing new software packages for R. Beginning Data Science in R details how data science is a combination of statistics, computational science, and machine learning. You’ll see how to efficiently structure and mine data to extract useful patterns and build mathematical models. This requires computational methods and programming, and R is an ideal programming language for this. This book is based on a number of lecture notes for classes the author has taught on data science and statistical programming using the R programming language. Modern data analysis requires computational skills and usually a minimum of programming. What You Will Learn Perform data science and analytics using statistics and the R programming language Visualize and explore data, including working with large data sets found in big data Build an R package Test and check your code Practice version control Profile and optimize your code Who This Book Is For Those with some data science or analytics background, but not necessarily experience with the R programming language.

Beginning Data Science in R

Beginning Data Science in R by Thomas Mailund

Discover best practices for data analysis and software development in R and start on the path to becoming a fully-fledged data scientist. This book teaches you techniques for both data manipulation and visualization and shows you the best way for developing new software packages for R. Beginning Data Science in

Get Book
Beginning Data Science with R

Beginning Data Science with R by Manas A. Pathak

“We live in the age of data. In the last few years, the methodology of extracting insights from data or "data science" has emerged as a discipline in its own right. The R programming language has become one-stop solution for all types of data analysis. The growing popularity of R

Get Book
R for Data Science

R for Data Science by Hadley Wickham,Garrett Grolemund

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

Get Book
Introduction to Data Science

Introduction to Data Science by Rafael A. Irizarry

Introduction to Data Science: Data Analysis and Prediction Algorithms with R introduces concepts and skills that can help you tackle real-world data analysis challenges. It covers concepts from probability, statistical inference, linear regression, and machine learning. It also helps you develop skills such as R programming, data wrangling, data visualization,

Get Book
R Programming for Data Science

R Programming for Data Science by Roger D. Peng

Data science has taken the world by storm. Every field of study and area of business has been affected as people increasingly realize the value of the incredible quantities of data being generated. But to extract value from those data, one needs to be trained in the proper data science

Get Book
Data Science in Education Using R

Data Science in Education Using R by Ryan A. Estrellado,Emily A. Freer,Jesse Mostipak,Joshua M. Rosenberg,Isabella C. Velásquez

Data Science in Education Using R is the go-to reference for learning data science in the education field. The book answers questions like: What does a data scientist in education do? How do I get started learning R, the popular open-source statistical programming language? And what does a data analysis

Get Book
R for Health Data Science

R for Health Data Science by Ewen Harrison,Riinu Pius

In this age of information, the manipulation, analysis, and interpretation of data have become a fundamental part of professional life; nowhere more so than in the delivery of healthcare. From the understanding of disease and the development of new treatments, to the diagnosis and management of individual patients, the use

Get Book
Modern Data Science with R

Modern Data Science with R by Benjamin S. Baumer,Daniel T. Kaplan,Nicholas J. Horton

From a review of the first edition: "Modern Data Science with R... is rich with examples and is guided by a strong narrative voice. What’s more, it presents an organizing framework that makes a convincing argument that data science is a course distinct from applied statistics" (The American Statistician).

Get Book