Learn the R programming language in this tutorial course. This is a hands-on overview of the statistical programming language R, one of the most important tools in data science.
๐ปCourse Files: https://drive.google.com/drive/folders/15U8WjVKbYXaq6N6Wb_6bCr9QZ1DwCkAO
๐ป Course created by Barton Poulson from datalab.cc.
๐ Check out the datalab.cc YouTube channel: https://www.youtube.com/user/datalabcc
๐ Watch more free data science courses at http://datalab.cc/
โญ๏ธ Course Contents โญ๏ธ
โจ๏ธ (0:00:00) Welcome
โจ๏ธ (0:02:20) Installing R
โจ๏ธ (0:07:17) RStudio
โจ๏ธ (0:11:52) Packages
โจ๏ธ (0:19:16) plot()
โจ๏ธ (0:27:49) Bar Charts
โจ๏ธ (0:32:10) Histograms
โจ๏ธ (0:39:44) Scatterplots
โจ๏ธ (0:44:39) Overlaying Plots
โจ๏ธ (0:52:30) summary()
โจ๏ธ (0:55:49) describe()
โจ๏ธ (1:00:17) Selecting Cases
โจ๏ธ (1:06:14) Data Formats
โจ๏ธ (1:21:39) Factors
โจ๏ธ (1:28:34) Entering Data
โจ๏ธ (1:34:18) Importing Data
โจ๏ธ (1:42:29) Hierarchical Clustering
โจ๏ธ (1:49:35) Principal Components
โจ๏ธ (1:59:16) Regression
โจ๏ธ (2:08:36) Next Steps
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