PLURALSIGHT EXPLORATORY DATA ANALYSIS WITH R TUTORIAL (Size: 423.5 MB)
| | | 01_08-Other Language Features Demo.mp4 | 12.24 MB |
| | | 01_07-Data Frames Demo.mp4 | 11.7 MB |
| | | 01_06-Data Structures Demo.mp4 | 10.62 MB |
| | | 01_04-RStudio.mp4 | 7.67 MB |
| | | 01_05-Language Basics Demo.mp4 | 7.63 MB |
| | | 01_01-Introduction.mp4 | 7.16 MB |
| | | 01_02-Intro to R.mp4 | 6.2 MB |
| | | 01_03-Hello World Demo.mp4 | 2.53 MB |
| | | 01_09-Summary.mp4 | 543.43 KB |
| | | 02_05-Cleaning Data.mp4 | 27.41 MB |
| | | 02_04-Loading Data.mp4 | 14.43 MB |
| | | 02_03-Demo Setup.mp4 | 8.15 MB |
| | | 02_06-Exporting Data.mp4 | 8.12 MB |
| | | 02_02-Introduction.mp4 | 7.35 MB |
| | | 02_07-Demo Conclusion.mp4 | 894.24 KB |
| | | 02_01-Overview.mp4 | 737.07 KB |
| | | 02_08-Summary.mp4 | 552.08 KB |
| | | 03_06-Univariate Analysis Demo.mp4 | 22.58 MB |
| | | 03_07-Bivariate Analysis Demo.mp4 | 19.95 MB |
| | | 03_03-Types of Analysis.mp4 | 12.62 MB |
| | | 03_05-Demo Setup.mp4 | 10.68 MB |
| | | 03_08-Demo Conclusion.mp4 | 7.46 MB |
| | | 03_04-Guidance.mp4 | 7.26 MB |
| | | 03_02-Introduction.mp4 | 6.91 MB |
| | | 03_01-Overview.mp4 | 713.62 KB |
| | | 03_09-Summary.mp4 | 509.68 KB |
| | | 04_08-Bivariate Analysis Demo.mp4 | 32.07 MB |
| | | 04_09-Demo Conclusion.mp4 | 19.57 MB |
| | | 04_07-Univariate Analysis Demo.mp4 | 17.96 MB |
| | | 04_05-Guidance.mp4 | 10.07 MB |
| | | 04_04-Bivariate Analysis.mp4 | 9.78 MB |
| | | 04_03-Univariate Analysis.mp4 | 9.62 MB |
| | | 04_06-Demo Setup.mp4 | 7.24 MB |
| | | 04_02-Introduction.mp4 | 2.32 MB |
| | | 04_01-Overview.mp4 | 679.08 KB |
| | | 04_10-Summary.mp4 | 478.79 KB |
| | | 05_03-Linear Regression Analysis Demo.mp4 | 35.67 MB |
| | | 05_04-Cluster Analysis Demo.mp4 | 26.3 MB |
| | | 05_02-Beyond Exploratory Data Analysis.mp4 | 10.18 MB |
| | | 05_05-Alternatives to R.mp4 | 8.76 MB |
| | | 05_06-Summary.mp4 | 3.71 MB |
| | | 05_01-overview.mp4 | 861.64 KB |
| | | Language Basics.r | 1.53 KB |
| | | Hello World.r | 31 bytes |
| | | Movies.csv | 152.12 KB |
| | | Movies.txt | 137.53 KB |
| | | 2 - Transforming Data.r | 2.06 KB |
| | | genres.csv | 314.1 KB |
| | | Movies.csv | 118.47 KB |
| | | 3 - Descriptive Statistics.r | 1.65 KB |
| | | genres.csv | 314.1 KB |
| | | Movies.csv | 118.47 KB |
| | | 4 - Data Visualization.r | 2.61 KB |
| | | 6 - Cluster Analysis.r | 983 bytes |
| | | 5 - Statistical Modeling.r | 757 bytes |
| | | 5-r-data-analysis-m5-slides.pdf | 1.84 MB |
| | | 3-r-data-analysis-m3-slides.pdf | 966.98 KB |
| | | 4-r-data-analysis-m4-slides.pdf | 805.18 KB |
| | | 1-r-data-analysis-m1-slides.pdf | 691.91 KB |
| | | 2-r-data-analysis-m2-slides.pdf | 376.14 KB |
Description
R is a popular open-source programming language for data
analysis. Its interactive programming environment and data
visualization capabilities make R an ideal tool for
exploratory data analysis. This course will provide an
introduction to the R programming language and demonstrate
how R can be used for exploratory data analysis to complete
day-to-day developer tasks
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