4 out of 5
4
6 reviews

Data Analytics with R Programming

Data Analysis with R Programming is a rigorous course that covers all of the latest and most advanced capabilities accessible in various formats. It describes in-depth how to use R programming to execute various data analysis procedures. There are numerous resources in the course that show you how to use a certain feature in a step-by-step manner. In the last decade, the amount of data that one must deal with has risen to previously unfathomable proportions, while the cost of data storage has steadily decreased.

34 students enrolled

Data Analysis with R Programming is a rigorous course that covers all of the latest and most advanced capabilities accessible in various formats. It describes in-depth how to use R programming to execute various data analysis procedures. There are numerous resources in the course that show you how to use a certain feature in a step-by-step manner. In the last decade, the amount of data that one must deal with has risen to previously unfathomable proportions, while the cost of data storage has steadily decreased.

We cover the most sophisticated principles and methodologies of Data Analytics in this online course.

1
Installation of R and RStudio
2
Accessing the help file
3
Using Libraries
4
Working Directory
5
Reading and Writing Data
6
Data Types
7
Variable Assignment
8
Objects in R
9
Vectors and Vector Functions
10
List
11
Data Frame
12
Matrices; Transpose, Inverse
13
Math Functions
14
Statistics
15
Descriptive Statistics – frequencies, percentages, mean, variance, summary etc.
16
Exploratory Statistics

1
Regression, Tests
2
Diagnostic Analytics Tests
3
Multicollinearity test
4
Normality test
5
Autocorrelation tests
6
Test for Heteroscedasticity

1
Normal Distribution
2
Density
3
Distribution
4
Quantile
5
Plotting and Visualization
6
Functions and Programming


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30 hours
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Working hours

Monday 9:30 am - 6.00 pm
Tuesday 9:30 am - 6.00 pm
Wednesday 9:30 am - 6.00 pm
Thursday 9:30 am - 6.00 pm
Friday 9:30 am - 5.00 pm
Saturday Closed
Sunday Closed
Data Analytics with R Programming
Category:
4 out of 5
4
6 reviews
Price:
$250