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.
💻Course Files: https://drive.google.com/drive/folders/15U8WjVKbYXaq6N6Wb_6bCr9QZ1DwCkAO
💻 Course created by Barton Poulson from datalab.cc.
🔗 Check out the datalab.cc YouTube channel: https://www.youtube.com/user/datalabcc
🔗 Watch more free data science courses at http://datalab.cc/
⭐️ Course Contents ⭐️
⌨️ (
0:00:00) Welcome
⌨️ (
0:02:20) Installing R
⌨️ (
0:07:17) RStudio
⌨️ (
0:11:52) Packages
⌨️ (
0:19:16) plot()
⌨️ (
0:27:49) Bar Charts
⌨️ (
0:32:10) Histograms
⌨️ (
0:39:44) Scatterplots
⌨️ (
0:44:39) Overlaying Plots
⌨️ (
0:52:30) summary()
⌨️ (
0:55:49) describe()
⌨️ (
1:00:17) Selecting Cases
⌨️ (
1:06:14) Data Formats
⌨️ (
1:21:39) Factors
⌨️ (
1:28:34) Entering Data
⌨️ (
1:34:18) Importing Data
⌨️ (
1:42:29) Hierarchical Clustering
⌨️ (
1:49:35) Principal Components
⌨️ (
1:59:16) Regression
⌨️ (
2:08:36) Next Steps
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