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Projects in R: Learn R Creating Data Science Projects 

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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
Read more
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Projects in R: Learn R Creating Data Science Projects
 at 
Eduonix 
Course details

More about this course
  • 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

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Projects in R: Learn R Creating Data Science Projects
 at 
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