Getting Started With Rstudio: Clean and Transform Data in R

سرفصل های دوره

Finally, an Easy Way to Learn R and Analyze Data in RStudio, Without The Frustrating "Steep" R Learning Curve

1. Getting Started With RStudio

1. Introduction to the Course

2. Intalling Rstudio On Your Desktop

3. How to Use RStudio on the Cloud

4. Video Practice Quiz

5. Most Important Features About RStudio

6. Install and Load R Packages

7. Create Interactive Graphs, Maps, and Tables with 1 Line of Code.

8. Practice Activity

9. Capstone Project for Module 1.html

2. Importing Data into RStudio

1. Importing Rectangular Data (like csv and tsv) in R

2.1 Module 2 -Lecture2

2. Loading Excel Files into R

3. Practice Video Activity #1

4. Read Data from Statistical Software (like SAS, SPSS, STATA) into R

5. ReadWrite Data from and to SQL Databases with RStudio

6. Practice Video Activity #2

7. Capstone Project for Module 2.html

3. Clean and Transform Data in R

1. Select groups of observations and create new calculated fields

2. Transform messy to clean dataset with Pivot and Mutate

3. Transform messy to clean dataset with Mutate and String Replace

4. Practice Video Activity #1

5. Handling missing values in R

6. Split and combine cells and columns in R

7. Join data from different tables

8. Practice Video Activity #2

9. Capstone Project Module 3.html

4. Extra Cheat Sheets and Resources

1.1 Getting-Started-with-RStudio-CHEAT_SHEET.pdf

1.2 Importing-Data-in-R-CHEATSHEET.pdf

1.3 Importing+Data+in+R+-+files+and+resources.zip

1.4 Publication-Ready-Tables-in-RCHEATSHEET.pdf

1.5 student-grades2.xlsx

1.6 Transforming-Data-in-R-CHEATSHEET.pdf

1.7 Transforming+Data+in+R+-+files+and+Resouces.zip

1. data files and cheat sheets downloads.html

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تولید کننده: Udemy-Training