Projects in R: Learn R Creating Data Science Projects
- Offered byEduonix
Projects in R: Learn R Creating Data Science Projects at Eduonix Overview
Duration | 12 hours |
Mode of learning | Online |
Schedule type | Self paced |
Difficulty level | Intermediate |
Credential | Certificate |
Projects in R: Learn R Creating Data Science Projects at Eduonix Highlights
- Enroll for free
- Pay for Certification Examination
- Lifetime Access. No Limits!
- A great course for learning Data Science
- Self paced Course
Projects in R: Learn R Creating Data Science Projects at Eduonix Course details
- In this course, we attempt to break down this complex programming language and environment into an easy to follow structured tutorial that will help you not only understand this statistical language, but also become more familiar with how you can go about using it.
Projects in R: Learn R Creating Data Science Projects at Eduonix Curriculum
Section 1 : Introduction
Intro
Intro to R
R in windows
Installing R studio
Section 2 : Basic Operations in R
R as Calculator
Working with vectors Part 1
Working with vectors Part 2
Working with character vectors
Working with Matrix
Generating Numbers
Pacakge in R
Quiz: Basic Operations in R
Section 3 : Reading Data into R
Data visualization and R - What will you learn
Reading CSV files- Part 1
Reading CSV files -Part 2
Reading other formats
Extracting values from vectors - Part 1
Extracting values from vectors - Part 2
Subsetting Dataframe using
Subsetting using subset function
Quiz: Reading Data into R
Section 4 : Manipulating Data
Working with vectors
Factors
Know types of data
Text Processing
Working with Logical Values
Working with Missing Values
Quiz: Manipulating Data
Section 5 : Data Visualization
Introduction to Plots Part 1
Introduction to Plots Part 2
Introduction to Plots Part 3
Introduction to Plots Part 4
Introduction to Plots Part 5
Poltting a BAR graph
Plotting a Bar chart
Coloring Negative and Positive
Adjusting Bar Width and Spacing
Giving Lables to the bar
Pie chart Part 1
Pie chart Part 2
Pie chart Part 3
Fan Plot
Histogram Part 1
Histogram Part 2
Kernel Density Plot Part 1
Kernel Density Plot Part 2
Box Plots Part 1
Box Plots Part 2
Scatter Plot Part 1
Scatter Plot Part 2
Scatter Plot Part 3
Scatter Plot Part 4
Line Graph Part 1
Line Graph Part 2
Line Graph Part 3
Line Graph on shaded area Part 1
Line Graph on shaded area Part 2
Line Graph with confidence intervals
Quiz: Data Visualization
Section 6 : Spatial Data Visualization
Spatial Data
Maps Part 1
Maps Part 2
Maps Part 3
Maps Part 4
Maps Part 5
Maps Part 6
Maps Part 7
Heatmap in R
Section 7 : Manipulating Strings
Introduction
Objective
Character Manipulation Part 1
Character Manipulation Part 2
Character Manipulation Part 3
Character Manipulation Part 4
Strings Part 1
Strings Part 2
Strings Part 3
Strings Part 4
Strings Part 5
Strings Part 6
Strings Part 7
Section 8 : String Manipulation Using Stringr
Using Stringer Part 1
Using Stringer Part 2
Pratical Approach Part 1
Pratical Approach Part 2
Pratical Approach Part 3