Beginning Data Science in R: Data Analysis, Visualization, and Modelling for the

是 否 +2 论坛币

k人 参与回答

经管之家送您一份

应届毕业生专属福利!

求职就业群

赵安豆老师微信：zhaoandou666

经管之家联合CDA

送您一个全额奖学金名额~ !

立即领取

感谢您参与论坛问题回答

经管之家送您两个论坛币！

+2 论坛币

Beginning Data Science in R: Data Analysis, Visualization, and Modelling for the Data Scientist
Author: Thomas Mailund
Pub Date: 2017
ISBN: 978-1484226704
Pages: 352
Language: English
Format: PDF
Size: 10 Mb
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.
Table of Contents
1: Introduction to R Programming
2: Reproducible Analysis
3: Data Manipulation
4: Visualizing Data
5: Working with Large Datasets
6: Supervised Learning
7: Unsupervised Learning
8: More R Programming
9: Advanced R Programming
10: Object Oriented Programming
11: Building an R Package
12: Testing and Package Checking
13: Version Control
14: Profiling and Optimizing

                                                                       

本帖隐藏的内容

Beginning Data Science in R - Data Analysis, Visualization, and Modelling for th.pdf (6.46 MB, 需要: 10 个论坛币)

2017-3-10 22:08:14 上传

需要: 10 个论坛币  [购买]

扫码加我 拉你入群

请注明：姓名-公司-职位

以便审核进群资格，未注明则拒绝

分享0 收藏4 回帖

谢谢楼主分享！

Let me see.

Beginning Data Science in R

00000000000000

Beginning Data Science in R: Data Analysis, Visualization, and Modelling，

Beginning Data Science in R: Data Analysis, Visualization, and Modellin

谢谢分享