PLURALSIGHT EXPLORATORY DATA ANALYSIS WITH R TUTORIAL

  • CategoryOther
  • TypeTutorials
  • LanguageEnglish
  • Total size423.5 MB
  • Uploaded ByBarCraft
  • Downloads426
  • Last checkedJun. 13th '18
  • Date uploadedJun. 20th '16
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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

Files:

01. Introduction to R
  • 01_08-Other Language Features Demo.mp4 (12.2 MB)
  • 01_07-Data Frames Demo.mp4 (11.7 MB)
  • 01_06-Data Structures Demo.mp4 (10.6 MB)
  • 01_04-RStudio.mp4 (7.7 MB)
  • 01_05-Language Basics Demo.mp4 (7.6 MB)
  • 01_01-Introduction.mp4 (7.2 MB)
  • 01_02-Intro to R.mp4 (6.2 MB)
  • 01_03-Hello World Demo.mp4 (2.5 MB)
  • 01_09-Summary.mp4 (543.4 KB)
02. Transforming and Cleaning Data
  • 02_05-Cleaning Data.mp4 (27.4 MB)
  • 02_04-Loading Data.mp4 (14.4 MB)
  • 02_03-Demo Setup.mp4 (8.2 MB)
  • 02_06-Exporting Data.mp4 (8.1 MB)
  • 02_02-Introduction.mp4 (7.4 MB)
  • 02_07-Demo Conclusion.mp4 (894.2 KB)
  • 02_01-Overview.mp4 (737.1 KB)
  • 02_08-Summary.mp4 (552.1 KB)
03. Calculating Descriptive Statistics
  • 03_06-Univariate Analysis Demo.mp4 (22.6 MB)
  • 03_07-Bivariate Analysis Demo.mp4 (20.0 MB)
  • 03_03-Types of Analysis.mp4 (12.6 MB)
  • 03_05-Demo Setup.mp4 (10.7 MB)
  • 03_08-Demo Conclusion.mp4 (7.5 MB)
  • 03_04-Guidance.mp4 (7.3 MB)
  • 03_02-Introduction.mp4 (6.9 MB)
  • 03_01-Overview.mp4 (713.6 KB)
  • 03_09-Summary.mp4 (509.7 KB)
04. Visualizing Data
  • 04_08-Bivariate Analysis Demo.mp4 (32.1 MB)
  • 04_09-Demo Conclusion.mp4 (19.6 MB)
  • 04_07-Univariate Analysis Demo.mp4 (18.0 MB)
  • 04_05-Guidance.mp4 (10.1 MB)
  • 04_04-Bivariate Analysis.mp4 (9.8 MB)
  • 04_03-Univariate Analysis.mp4 (9.6 MB)
  • 04_06-Demo Setup.mp4 (7.2 MB)
  • 04_02-Introduction.mp4 (2.3 MB)
  • 04_01-Overview.mp4 (679.1 KB)
  • 04_10-Summary.mp4 (478.8 KB)
05. Moving Beyond R and Exploratory Data Analysis
  • 05_03-Linear Regression Analysis Demo.mp4 (35.7 MB)
  • 05_04-Cluster Analysis Demo.mp4 (26.3 MB)
  • 05_02-Beyond Exploratory Data Analysis.mp4 (10.2 MB)
  • 05_05-Alternatives to R.mp4 (8.8 MB)
  • 05_06-Summary.mp4 (3.7 MB)
  • 05_01-Overview.mp4 (861.6 KB)
Exercise files 1-r-data-analysis-m1-exercise-files
  • Language Basics.R (1.5 KB)
  • Hello World.R (0.0 KB)
2-r-data-analysis-m2-exercise-files
  • Movies.csv (152.1 KB)
  • Movies.txt (137.5 KB)
  • 2 - Transforming Data.R (2.1 KB)
3-r-data-analysis-m3-exercise-files
  • Genres.csv (314.1 KB)
  • Movies.csv (118.5 KB)
  • 3 - Descriptive Statistics.R (1.6 KB)
4-r-data-analysis-m4-exercise-files
  • Genres.csv (314.1 KB)
  • Movies.csv (118.5 KB)
  • 4 - Data Visualization.R (2.6 KB)
5-r-data-analysis-m5-exercise-files
  • 6 - Cluster Analysis.R (1.0 KB)
  • 5 - Statistical Modeling.R (0.7 KB)
  • 5-r-data-analysis-m5-slides.pdf (1.8 MB)
  • 3-r-data-analysis-m3-slides.pdf (967.0 KB)
  • 4-r-data-analysis-m4-slides.pdf (805.2 KB)
  • 1-r-data-analysis-m1-slides.pdf (691.9 KB)
  • 2-r-data-analysis-m2-slides.pdf (376.1 KB)

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