Data Visualizations using R with Data Processing
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Data Visualizations using R with Data Processing

Data Visualizations with R
0.0 (0 ratings)
Course Ratings are calculated from individual students’ ratings and a variety of other signals, like age of rating and reliability, to ensure that they reflect course quality fairly and accurately.
508 students enrolled
Created by Eric M. H. Goh
Last updated 12/2018
English
Current price: $11.99 Original price: $199.99 Discount: 94% off
3 days left at this price!
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This course includes
  • 1.5 hours on-demand video
  • Full lifetime access
  • Access on mobile and TV
  • Certificate of Completion
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What you'll learn
  • Data Visualizations using R
Course content
Expand 35 lectures 01:35:45
+ Introduction
35 lectures 01:35:45
Getting Started 3
01:30
Hello World Application
00:58
Data Mining Process
05:37
Download Dataset
01:11
Read dataset
01:08
Export Bar Plot Image
01:41
Horizontal Bar Chart
01:46
Histogram
03:11
Histogram with Density Line
02:26
LIne Chart
02:44
Multiple Line Chart
02:46
Pie Chart
02:42
3D Pie Chart
02:39
Scatterplot
02:16
Boxplot
03:40
Scatterplot Matrix
03:07
GGPlot2
03:30
Aesthetic mapping and Geometric
02:12
Geometric
04:05
Labels and Titles
01:40
Themes
06:44
Bar Chart
02:12
Histogram
02:41
Density Plot
01:34
Scatterplot
03:06
Line Chart
02:09
Boxplot
01:25
Save GGPLot
Processing..
Select Attributes
04:55
Sort Data
04:04
Filter Data
02:06
Remove Missing Values and Duplicates
01:31
Requirements
  • Fundamentals R programming
Description

This is the bite size course to learn R Programming for Data visualizations. In CRISP DM data mining process, Data Visualization is at the Data Understanding stage. This course also covers Data processing, which is at the Data Preparation Stage. 

You will need to know some R programming, and you can learn R programming from my "Create Your Calculator: Learn R Programming Basics Fast" course.  You will learn R Programming for applied statistics and you will be able


You can take the course as follows, and you can take a exam at EMHAcademy to get SVBook Certified Data Miner using R certificate : 

- Create Your Calculator: Learn R Programming Basics Fast (R Basics)

- Applied Statistics using R with Data Processing (Data Understanding and Data Preparation)

- Advanced Data Visualizations using R with Data Processing (Data Understanding and Data Preparation, in future)

- Machine Learning with R (Modeling and Evaluation)


Content

  1. Getting Started

  2. Getting STarted

  3. Getting Started

  4. Hello World Application

  5. Data Mining Process

  6. Download Dataset

  7. Read Dataset

  8. Bar Plot

  9. Export Bar CHart as Image

  10. Horizontal Bar Chart

  11. Histogram

  12. Histogram with Density Line

  13. LIne Chart

  14. Multiple Line Chart

  15. Pie Chart

  16. 3D Pie Chart

  17. Scatterplot

  18. Boxplot

  19. Scatterplot Matrix

  20. GGPlot 2

  21. Aesthetic Mapping and Geometric

  22. GEometrics

  23. Labels and Titles

  24. Themes

  25. GGPlot2: Bar CHart

  26. GGPlot2: HIstogram

  27. GGPlot2: Density Plot

  28. GGPlot2: Scatterplot

  29. GGPLot2: Line Chart

  30. GGPLot2: BoxpLot

  31. Save GGPLot Image

  32. Data Processing: Select Variables

  33. Data Processing: Sort Data

  34. Data Processing: Filter Data

  35. Data Processing: Remove Duplicates and Missing Values


References: 

This course is actually based on the Learn R for Applied Statistics book I have published at Apress.

Who this course is for:
  • Beginner Data Scientist or Analyst interested in R programming