Introduction to R and Python

Syllabus

Installing R and Python

1. Installing R and RStudio

2. Installing Python through Anaconda

Part 1: Introduction to R

1. Getting started with R

• Slides

• Script

2. Data structures and data types in R

• Slides

• Script

3. Statistical functions in R

• Slides

• Script

4. Control structures in R

• Slides

• Script

5. Custom functions

• Slides

• Script

6. Dataframes

• Slides

• Script

• Sample data: example.csv, Sample_data_xlsx.xlsx, Sample_data_csv.csv

7. Graphics in R

• Slides

• Script

• Sample data: wage1000.rda, wage1000.csv

8. Regression analysis in R

• Slides

• Script

• Sample data: wage1000.rda, wage1000.csv

Part 2: Introduction to Python

1. Introduction to Python and built-in data structures

• Slides

• Script

2. Arrays and matrices in Python

• Slides

• Script

3. Basic functions in Python

• Slides

• Script

4. Control structure in Python

• Slides

• Script

5. Custom functions and statistical functions in Python

• Slides

• Script

6. Graphics in Python

• Slides

• Script for the MATLAB style approach

• Script for the OOP style

7. Dataframes in Python

• Slides

• Script

• Sample data: Sample_data_xlsx.xlsx, Sample_data_xls.xls, Sample_data_csv.csv, Sample_data_dta.dta

8. Regression analysis in Python

• Slides

• Script

• Sample data: wage1000.rda, wage1000.csv