Learning R

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Barton Poulson

2:46:36

207 View

01 - Introduction

01 - R for data science.mp4

01:07

02 - Using the exercise files.mp4

01:02

02 - 1. What Is R

03 - R in context.mp4

05:44

03 - 2. Getting Started

04 - Installing R.mp4

03:30

05 - Environments for R.mp4

01:50

06 - Installing RStudio.mp4

01:04

07 - Navigating the RStudio environment.mp4

07:53

08 - Entering data.mp4

07:02

09 - Data types and structures.mp4

10:35

10 - Comments and headers.mp4

05:59

11 - Packages for R.mp4

04:33

12 - The tidyverse.mp4

05:38

13 - Piping commands with.mp4

04:42

14 - Sample datasets.mp4

04:35

15 - Importing data from a spreadsheet.mp4

05:24

04 - 3. Data Visualization

16 - Using colors in R.mp4

09:01

17 - Creating bar charts.mp4

07:47

18 - Creating histograms.mp4

05:36

19 - Creating box plots.mp4

09:45

20 - Creating scatterplots.mp4

05:41

21 - Creating line charts.mp4

05:52

22 - Creating cluster charts.mp4

04:06

05 - 4. Data Wrangling

23 - Selecting cases and subgroups.mp4

05:16

24 - Recoding variables.mp4

04:22

25 - Computing new variables.mp4

06:27

06 - 5. Data Analysis

26 - Computing frequencies.mp4

02:51

27 - Computing descriptives.mp4

04:09

28 - Computing correlations.mp4

06:55

29 - Computing a linear regression.mp4

10:37

30 - Computing contingency tables.mp4

04:48

07 - Conclusion

31 - Next steps.mp4

02:45

Description

If you want to participate in the data revolution, you need the right tools and skills. R is a free, open-source language for data science that is among the most popular platforms for professional analysts. Learn the basics of R and get started finding insights from your own data, in this course with professor and data scientist Barton Poulson. The lessons explain how to get started with R, including installing R, RStudio, and code packages that extend R’s power. You also see first-hand how to use R and RStudio for beginner-level data modeling, visualization, and statistical analysis. By the end of the course, you’ll have a thorough introduction to the power and flexibility of R, and understand how to leverage this tool to explore and analyze a wide variety of data.

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R Programming

Barton Poulson

Instructor's Courses

Founder of datalab.cc, author for LinkedIn Learning, associate professor of psychology at Utah Valley University. I teach people how to use data to find practical solutions to real-life problems. #DataIsForDoing

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LinkedIn Learning is an American online learning provider. It provides video courses taught by industry experts in software, creative, and business skills. It is a subsidiary of LinkedIn. All the courses on LinkedIn fall into four categories: Business, Creative, Technology and Certifications. It was founded in 1995 by Lynda Weinman as Lynda.com before being acquired by LinkedIn in 2015. Microsoft acquired LinkedIn in December 2016.