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Course Content
Introduction
0/3
Introduction – Where Did R come from
00:52
Where Did R come from I
02:00
Where Did R come from II
01:18
Installing Base R and Rstudio
0/5
DOWNLOAD COURSE ATTENDANT FILE !
Introduction
00:52
Installing R Studio
02:26
The Four Studio Windows
07:25
Libraries and Packages
03:40
The Basics
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The Basics
00:26
Objects in R
02:18
Attributes in R
00:44
Managing Workspace, Importing, and Saving
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Introduction – Importing, Managing, and Saving Data
01:38
Workplace Management Functions
05:41
Creating Project Files in R
02:47
Importing .csv and Libraries
06:03
Vector Manipulation
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Introduction – Vector Manipulation
01:02
Vector Manipulation I
06:22
Vector Manipulation II
05:14
Vector Manipulation III
06:30
Vector Manipulation IV
03:27
Vector Functions
0/5
Introduction – Vector Functions
00:36
Vector Functions I
05:16
Vector Functions II
07:06
Vector Functions III
06:05
Vector Functions IV
00:00
Indexing with Vectors []
0/6
Indexing with Vector I
05:55
Indexing with Vector II
08:36
Indexing with Vector III
08:44
Indexing with Vector IV
05:58
Indexing with Vector V
07:44
Indexing with Vector VI
09:12
Matrices and DataFrame
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What are Matrices and DataFrame?
03:35
Creating Matrices and DataFrame
03:35
Working with DataFrame in R
07:26
DataFrame Column Names
06:26
Slicing with Subset()
07:29
Slicing DataFrames
07:27
With()
04:38
Advanced DataFrame Manipulation and Dplyr
0/9
Introduction
00:41
Order(); Sorting Data
06:26
Merge(); Combining Data
05:03
Aggregate(); Group Data
05:51
Select()
06:52
Filter() and Arrange()
05:40
Rename() and Mutate()
05:55
Pipe Operator
08:22
Group By() and Summarize()
07:40
Plotting
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Introduction
00:33
Plot()
04:41
Scatter Plot – plot()
08:35
Histogram – hist()
05:35
Combining Histogram – hist()
05:32
Bar Plot – barplot()
07:18
Clustered Bar Plot – barplot()
06:48
Low-level Plotting
06:07
Grid() and Text()
09:21
Saving the Plots
04:22
Grammar of Graphics – GGPlot
0/7
Introduction
00:38
Grammar of Graphics (ggPlot2)
06:55
Bar and Column with ggPlot2
08:44
Bringing Dplyr to Charts
09:33
Box Plot and Scatter Plot
08:47
Facets and Themes
07:52
Other graphics
10:22
Dates and Times
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Introduction – Dates and Time
01:04
Creating Dates and Time
00:00
Creating Dates and Time II
08:52
Creating Dates and Time III
10:08
Working with Date and Dplyr
08:16
Plotting Date with Dplyr
07:49
Arithemetic Operation with Date or Time
10:35
Control Structure
0/6
Introduction – Control Structure
00:45
If-else
08:19
For-Loop
07:39
Writing For-Loops
08:24
Control Structure – Solution
04:05
For-While Loop
07:36
Functions
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Introduction
00:37
Introduction to Functions
06:04
Calling a Function in R
07:26
Putting in all Together
10:02
Apply Family of Functions
09:45
Lapply()
07:51
Lapply() – Exemplified
07:04
Sapply()
02:32
CAPSTONE PROJECT
0/1
LinkedIn Job Postings Data Analysis
R for Data Analysis
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