134 Lessons (8h 48m)
Week 1: Getting Started with R
Welcome to Getting Started with R
1
Welcome to Getting Started with R
00:57
Install R
2
Install R
02:05
Install RStudio
3
Install RStudio
02:14
Projects
4
Projects
07:54
Download Course Project
5
Download Course Project
01:56
Files in R
6
Files in R
04:33
Packages
7
Packages
02:38
Import Data
8
Import Data
05:24
Objects and Functions
9
Objects and Functions
03:16
Examine our Data
10
Examine our Data
12:50
Import Our Data Again
11
Import Our Data Again
07:11
Getting Help
12
Getting Help
07:46
Wrapping Up
13
Wrapping Up
R in 3 Months Fall 2021 Week 1 Live Session
14
R in 3 Months Fall 2021 Week 1 Live Session
54:07
Week 2: Fundamentals of R (RMarkdown)
Welcome to Fundamentals of R
15
Welcome to Fundamentals of R
RMarkdown Overview
16
RMarkdown Overview
04:09
YAML
17
YAML
03:38
Text
Free
18
Text
04:10
Code Chunks
19
Code Chunks
10:38
Wrapping Up
20
Wrapping Up
03:51
R in 3 Months Fall 2021 Week 2 Project Assignment
21
R in 3 Months Fall 2021 Week 2 Project Assignment
08:39
R in 3 Months Fall 2021 Week 2 Office Hours
22
R in 3 Months Fall 2021 Week 2 Office Hours
1:00:33
R in 3 Months Fall 2021 Week 2 Live Session
23
R in 3 Months Fall 2021 Week 2 Live Session
52:50
Week 3: Fundamentals of R (Data Wrangling and Analysis)
Getting Started
24
Getting Started
03:01
The Tidyverse
25
The Tidyverse
12:11
select
26
select
05:48
mutate
27
mutate
04:08
filter
28
filter
10:26
summarize
29
summarize
03:20
group_by
30
group_by
02:56
count
31
count
02:06
arrange
32
arrange
03:58
Create a New Data Frame
33
Create a New Data Frame
02:42
Crosstabs
34
Crosstabs
06:58
Wrapping Up
35
Wrapping Up
R in 3 Months Fall 2021 Week 3 Project Assignment
36
R in 3 Months Fall 2021 Week 3 Project Assignment
06:03
R in 3 Months Fall 2021 Week 3 Office Hours
37
R in 3 Months Fall 2021 Week 3 Office Hours
55:49
R in 3 Months Fall 2021 Week 3 Live Session
38
R in 3 Months Fall 2021 Week 3 Live Session
1:10:01
Week 4: Fundamentals of R (Data Visualization)
An Important Workflow Tip
39
An Important Workflow Tip
05:00
The Grammar of Graphics
40
The Grammar of Graphics
06:08
Scatterplots
41
Scatterplots
05:15
Histograms
42
Histograms
02:31
Bar Charts
43
Bar Charts
06:32
color and fill
44
color and fill
03:58
scales
45
scales
09:14
Text and Labels
46
Text and Labels
08:04
Plot Labels
47
Plot Labels
06:06
Themes
48
Themes
03:56
Facets
49
Facets
05:57
Save Plots
50
Save Plots
05:17
Wrapping Up
51
Wrapping Up
You Did It!
52
You Did It!
R in 3 Months Fall 2021 Week 4 Project Assignment
53
R in 3 Months Fall 2021 Week 4 Project Assignment
04:40
R in 3 Months Week 4 Office Hours
54
R in 3 Months Week 4 Office Hours
56:30
R in 3 Months Fall 2021 Week 4 Live Session
55
R in 3 Months Fall 2021 Week 4 Live Session
1:05:25
Week 5: Catch-Up Week
Week 6: Git + GitHub
What is Git? What is GitHub?
57
What is Git? What is GitHub?
02:23
Why Should You Learn to Use Git and GitHub?
58
Why Should You Learn to Use Git and GitHub?
03:04
Update Everything
59
Update Everything
07:34
Install Git
60
Install Git
04:04
Configure Git
61
Configure Git
02:10
Create a Local Git Repository
62
Create a Local Git Repository
03:16
Commits
63
Commits
06:00
Commit History
64
Commit History
04:28
GitHub Repositories
65
GitHub Repositories
04:47
Connect RStudio and GitHub
66
Connect RStudio and GitHub
05:06
Push an RStudio Project to a GitHub Repository
67
Push an RStudio Project to a GitHub Repository
02:57
Pull a GitHub Repository to an RStudio Project
68
Pull a GitHub Repository to an RStudio Project
02:52
Keep RStudio and GitHub in Sync
69
Keep RStudio and GitHub in Sync
02:27
R in 3 Months Week 6 Office Hours
70
R in 3 Months Week 6 Office Hours
59:43
R in 3 Months Fall 2021 Week 6 Project Assignment
71
R in 3 Months Fall 2021 Week 6 Project Assignment
07:55
R in 3 Months Fall 2021 Week 6 Live Session
72
R in 3 Months Fall 2021 Week 6 Live Session
54:10
Week 7: Going Deeper with R (Advanced Data Wrangling, Part 1)
Overview
73
Overview
Importing Data
74
Importing Data
15:45
Tidy Data
75
Tidy Data
08:11
Reshaping Data
76
Reshaping Data
10:18
Dealing with Missing Data
77
Dealing with Missing Data
04:56
Changing Variable Types
78
Changing Variable Types
05:30
Advanced Variable Creation
79
Advanced Variable Creation
19:26
Advanced Summarizing
80
Advanced Summarizing
10:00
Binding Data Frames
81
Binding Data Frames
06:50
R in 3 Months Fall 2021 Week 7 Project Assignment
82
R in 3 Months Fall 2021 Week 7 Project Assignment
06:14
R in 3 Months Fall 2021 Week 7 Live Session
83
R in 3 Months Fall 2021 Week 7 Live Session
51:31
R in 3 Months Week 7 Office Hours
84
R in 3 Months Week 7 Office Hours
35:07
Week 8: Going Deeper with R (Advanced Data Wrangling, Part 2)
Functions
85
Functions
13:56
Merging Data
86
Merging Data
23:08
Renaming Variables
87
Renaming Variables
03:56
Quick Interlude to Reorganize our Code
88
Quick Interlude to Reorganize our Code
05:22
Exporting Data
89
Exporting Data
04:15
R in 3 Months Fall 2021 Week 8 Project Assignment
90
R in 3 Months Fall 2021 Week 8 Project Assignment
01:56
R in 3 Months Fall 2021 Week 8 Office Hours
91
R in 3 Months Fall 2021 Week 8 Office Hours
51:40
R in 3 Months Fall 2021 Week 8 Live Session
92
R in 3 Months Fall 2021 Week 8 Live Session
1:02:52
Week 9: Catch-Up Week
Week 10: Going Deeper with R (Advanced Data Visualization, Part 1)
Data Visualization Best Practices
94
Data Visualization Best Practices
04:51
Tidy Data
95
Tidy Data
04:01
Pipe Data Into ggplot
96
Pipe Data Into ggplot
04:50
Reorder Plots to Highlight Findings
97
Reorder Plots to Highlight Findings
06:09
Line Charts
98
Line Charts
04:10
Use Color to Highlight Findings
99
Use Color to Highlight Findings
08:25
Declutter
100
Declutter
10:47
Use the scales Package for Nicely Formatted Values
101
Use the scales Package for Nicely Formatted Values
03:42
Use Direct Labeling
102
Use Direct Labeling
11:43
R in 3 Months Fall 2021 Week 10 Project Assignment
103
R in 3 Months Fall 2021 Week 10 Project Assignment
04:47
R in 3 Months Week 10 Office Hours
104
R in 3 Months Week 10 Office Hours
52:28
R in 3 Months Fall 2021 Week 10 Live Session
105
R in 3 Months Fall 2021 Week 10 Live Session
1:13:30
Week 11: Going Deeper with R (Advanced Data Visualization, Part 2)
Use Axis Text Wisely
106
Use Axis Text Wisely
03:15
Use Titles to Highlight Findings
107
Use Titles to Highlight Findings
03:33
Use Color in Titles to Highlight Findings
108
Use Color in Titles to Highlight Findings
03:51
Use Annotations to Explain
109
Use Annotations to Explain
04:52
Tweak Spacing
110
Tweak Spacing
05:11
Customize Your Theme
111
Customize Your Theme
02:48
Customize Your Fonts
112
Customize Your Fonts
08:18
Try New Plot Types
113
Try New Plot Types
11:50
R in 3 Months Fall 2021 Week 11 Project Assignment
114
R in 3 Months Fall 2021 Week 11 Project Assignment
R in 3 Months Week 11 Office Hours
115
R in 3 Months Week 11 Office Hours
1:07:41
R in 3 Months Fall 2021 Week 11 Live Session
116
R in 3 Months Fall 2021 Week 11 Live Session
48:31
Week 12: Going Deeper with R (Advanced RMarkdown)
Advanced Markdown Text Formatting
117
Advanced Markdown Text Formatting
10:52
Tables
118
Tables
19:33
Advanced YAML
119
Advanced YAML
11:49
Inline R Code
120
Inline R Code
06:57
Making Your Reports Shine: Word Edition
121
Making Your Reports Shine: Word Edition
06:53
Making Your Reports Shine: HTML Edition
122
Making Your Reports Shine: HTML Edition
06:32
Making Your Reports Shine: PDF Edition
123
Making Your Reports Shine: PDF Edition
08:21
Presentations
124
Presentations
04:21
Dashboards
125
Dashboards
06:28
Other Formats
126
Other Formats
04:57
You Did It!
127
You Did It!
R in 3 Months Week 12 Project Assignment
128
R in 3 Months Week 12 Project Assignment
08:22
R in 3 Months Week 12 Office Hours
129
R in 3 Months Week 12 Office Hours
54:19
R in 3 Months Week 12 Live Session
130
R in 3 Months Week 12 Live Session
59:42