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Introduction to R and Visualization

Course Navigation

Getting started with R (6:09)
  • Installing R and RStudio (3:12)
  • Introduction to RStudio (3:00)
Overview of data science and R (31:06)
  • A data scientist's approach (7:02)
  • Introduction to R (5:40)
  • What is data science? (9:27)
  • Getting started in R (8:57)
Working with data in R (36:41)
  • Understanding data types (8:24)
  • Subsetting data (8:17)
  • Summarizing data (11:17)
  • Manipulating data (8:43)
Advanced visualizations (26:54)
  • Advanced plotting in ggplot2 (9:35)
  • 3D plotting (6:25)
  • Advanced plotting, part 2 (10:54)
Visualizing data with the Google API (21:13)
  • Mapping DC crime (11:10)
  • Creating reusable functions (7:44)
  • Tips and additional resources (2:19)
  • End of course feedback survey!
Basic visualizations (38:12)
  • Basic plotting in ggplot2 (10:55)
  • Building a graph (7:08)
  • Customizing graphs (11:27)
  • Basic plotting in R (4:51)
  • Creating a heatmap (3:51)
Return to Introduction to R and Visualization

STATS

Overview of data science and R (31:06)

Posted March 27, 2015 by Amin Mehr

Lesson Topics
  • A data scientist's approach (7:02)
  • Introduction to R (5:40)
  • What is data science? (9:27)
  • Getting started in R (8:57)

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