CS · Big Data

Data Analysis with R

41 hours, 59 minutes 41 Seconds

Description

R remains a powerhouse for statistical computing and data visualization, especially in research and analytics-heavy fields. This course teaches data manipulation, statistical analysis, and visualization using R and the tidyverse, equipping students with a rigorous toolkit for data-driven analysis.

What Students Will Learn

+ R Syntax and Data Structures ›
+ Data Manipulation with the Tidyverse ›
+ Statistical Analysis in R ›
+ Data Visualization with ggplot2 ›

Overall Learning Outcomes

  1. R Proficiency: Write effective R code for data manipulation and analysis.
  2. Tidyverse Fluency: Use tidyverse packages to clean and transform datasets efficiently.
  3. Statistical Application: Apply statistical methods to draw conclusions from data.
  4. Visualization Skills: Create clear, publication-quality visualizations using ggplot2.
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