Pluralsight - Exploratory Data Analysis with R
File List
| File | Size |
|---|---|
| 01. Introduction to R/01_01-Introduction.mp4 | 7.16 MB |
| 01. Introduction to R/01_02-Intro to R.mp4 | 6.2 MB |
| 01. Introduction to R/01_03-Hello World Demo.mp4 | 2.53 MB |
| 01. Introduction to R/01_04-RStudio.mp4 | 7.67 MB |
| 01. Introduction to R/01_05-Language Basics Demo.mp4 | 7.63 MB |
| 01. Introduction to R/01_06-Data Structures Demo.mp4 | 10.62 MB |
| 01. Introduction to R/01_07-Data Frames Demo.mp4 | 11.7 MB |
| 01. Introduction to R/01_08-Other Language Features Demo.mp4 | 12.24 MB |
| 01. Introduction to R/01_09-Summary.mp4 | 543.43 KB |
| 02. Transforming and Cleaning Data/02_01-Overview.mp4 | 737.07 KB |
| 02. Transforming and Cleaning Data/02_02-Introduction.mp4 | 7.35 MB |
| 02. Transforming and Cleaning Data/02_03-Demo Setup.mp4 | 8.15 MB |
| 02. Transforming and Cleaning Data/02_04-Loading Data.mp4 | 14.43 MB |
| 02. Transforming and Cleaning Data/02_05-Cleaning Data.mp4 | 27.41 MB |
| 02. Transforming and Cleaning Data/02_06-Exporting Data.mp4 | 8.12 MB |
| 02. Transforming and Cleaning Data/02_07-Demo Conclusion.mp4 | 894.24 KB |
| 02. Transforming and Cleaning Data/02_08-Summary.mp4 | 552.08 KB |
| 03. Calculating Descriptive Statistics/03_01-Overview.mp4 | 713.62 KB |
| 03. Calculating Descriptive Statistics/03_02-Introduction.mp4 | 6.91 MB |
| 03. Calculating Descriptive Statistics/03_03-Types of Analysis.mp4 | 12.62 MB |
| 03. Calculating Descriptive Statistics/03_04-Guidance.mp4 | 7.26 MB |
| 03. Calculating Descriptive Statistics/03_05-Demo Setup.mp4 | 10.68 MB |
| 03. Calculating Descriptive Statistics/03_06-Univariate Analysis Demo.mp4 | 22.58 MB |
| 03. Calculating Descriptive Statistics/03_07-Bivariate Analysis Demo.mp4 | 19.95 MB |
| 03. Calculating Descriptive Statistics/03_08-Demo Conclusion.mp4 | 7.46 MB |
| 03. Calculating Descriptive Statistics/03_09-Summary.mp4 | 509.68 KB |
| 04. Visualizing Data/04_01-Overview.mp4 | 679.08 KB |
| 04. Visualizing Data/04_02-Introduction.mp4 | 2.32 MB |
| 04. Visualizing Data/04_03-Univariate Analysis.mp4 | 9.62 MB |
| 04. Visualizing Data/04_04-Bivariate Analysis.mp4 | 9.78 MB |
| 04. Visualizing Data/04_05-Guidance.mp4 | 10.07 MB |
| 04. Visualizing Data/04_06-Demo Setup.mp4 | 7.24 MB |
| 04. Visualizing Data/04_07-Univariate Analysis Demo.mp4 | 17.96 MB |
| 04. Visualizing Data/04_08-Bivariate Analysis Demo.mp4 | 32.07 MB |
| 04. Visualizing Data/04_09-Demo Conclusion.mp4 | 19.57 MB |
| 04. Visualizing Data/04_10-Summary.mp4 | 478.79 KB |
| 05. Moving Beyond R and Exploratory Data Analysis/05_01-Overview.mp4 | 861.64 KB |
| 05. Moving Beyond R and Exploratory Data Analysis/05_02-Beyond Exploratory Data Analysis.mp4 | 10.18 MB |
| 05. Moving Beyond R and Exploratory Data Analysis/05_03-Linear Regression Analysis Demo.mp4 | 35.67 MB |
| 05. Moving Beyond R and Exploratory Data Analysis/05_04-Cluster Analysis Demo.mp4 | 26.3 MB |
| 05. Moving Beyond R and Exploratory Data Analysis/05_05-Alternatives to R.mp4 | 8.76 MB |
| 05. Moving Beyond R and Exploratory Data Analysis/05_06-Summary.mp4 | 3.71 MB |
| Exercise files/rdataanalysis.zip | 4.59 MB |
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