R Programming Introductory Course |
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Lesson |
Lesson Subject |
pdf file |
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1 |
R Tutorial: Overview |
lesson 1 |
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2 |
R Tutorial: Environment Setup |
lesson 2 |
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3 |
R Tutorial: Basic Syntax |
lesson 3 |
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4 |
R Tutorial: Data Types |
lesson 4 |
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5 |
R Tutorial: Variables |
lesson 5 |
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6 |
R Tutorial: Operators |
lesson 6 |
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7 |
R Tutorial: Decision Making |
lesson 7 |
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8 |
R Tutorial: Loops |
lesson 8 |
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9 |
R Tutorial: Functions |
lesson 9 |
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10 |
R Tutorial: Strings |
lesson 10 |
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11 |
R Tutorial: Vectors |
lesson 11 |
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12 |
R Tutorial: Lists |
lesson 12 |
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13 |
R Tutorial: Matrices |
lesson 13 |
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14 |
R Tutorial: Arrays |
lesson 14 |
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15 |
R Tutorial: Factors |
lesson 15 |
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16 |
R Tutorial: Data Frames |
lesson 16 |
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17 |
R Tutorial: Packages |
lesson 17 |
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18 |
R Tutorial: Data Reshaping |
lesson 18 |
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19 |
R Data Interfaces: R - CSV Files |
lesson 19 |
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20 |
R Data Interfaces: R - Excel Files |
lesson 20 |
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21 |
R Data Interfaces: R - Binary Files |
lesson 21 |
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22 |
R Data Interfaces: R - XML Files |
lesson 22 |
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23 |
R Data Interfaces: R - JSON Files |
lesson 23 |
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24 |
R Data Interfaces: R - Web Data |
lesson 24 |
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25 |
R Data Interfaces: R - Database |
lesson 25 |
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26 |
R Charts & Graphs: R - Pie Charts |
lesson 26 |
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27 |
R Charts & Graphs: R - Bar Charts |
lesson 27 |
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28 |
R Charts & Graphs: R - Boxplots |
lesson 28 |
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29 |
R Charts & Graphs: R - Histograms |
lesson 29 |
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30 |
R Charts & Graphs: R - Line Graphs |
lesson 30 |
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31 |
R Charts & Graphs: R - Scatterplots |
lesson 31 |
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32 |
R Statistics Examples: R - Mean, Median & Mode |
lesson 32 |
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33 |
R Statistics Examples: R - Linear Regression |
lesson 33 |
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34 |
R Statistics Examples: R - Multiple Regression |
lesson 34 |
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35 |
R Statistics Examples: R - Logistic Regression |
lesson 35 |
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36 |
R Statistics Examples: R - Normal Distribution |
lesson 36 |
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37 |
R Statistics Examples: R - Binomial Distribution |
lesson 37 |
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38 |
R Statistics Examples: R - Poisson Regression |
lesson 38 |
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39 |
R Statistics Examples: R - Analysis of Covariance |
lesson 39 |
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40 |
R Statistics Examples: R - Time Series Analysis |
lesson 40 |
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41 |
R Statistics Examples: R - Nonlinear Least Square |
lesson 41 |
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42 |
R Statistics Examples: R - Decision Tree |
lesson 42 |
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43 |
R Statistics Examples: R - Random Forest |
lesson 43 |
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44 |
R Statistics Examples: R - Survival Analysis |
lesson 44 |
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45 |
R Statistics Examples: R - Chi Square Tests |
lesson 45 |
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Stimated Required time for this course is: 20 hour |
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