R Programming A-Z™: R For Data Science With Real Exercises!
- Description
- Curriculum
- FAQ
- Reviews
Learn R Programming by doing!
There are lots of R courses and lectures out there. However, R has a very steep learning curve and students often get overwhelmed. This course is different!
This course is truly step-by-step. In every new tutorial we build on what had already learned and move one extra step forward.
After every video, you learn a new valuable concept that you can apply right away. And the best part is that you learn through live examples.
This training is packed with real-life analytical challenges which you will learn to solve. Some of these we will solve together, some you will have as homework exercises.
In summary, this course has been designed for all skill levels and even if you have no programming or statistical background you will be successful in this course!
I can’t wait to see you in class,
What you will learn:
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Learn how to use R Studio
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Learn the core principles of programming
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Learn how to create vectors in R
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Learn how to create variables
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Learn about integer, double, logical, character, and other types in R
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Learn how to create a while() loop and a for() loop in R
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Learn how to build and use matrices in R
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Learn the matrix() function, learn rbind() and cbind()
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Learn how to install packages in R
Sincerely,
Kirill Eremenko
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7Welcome to this section. This is what you will learn!Video lesson
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8Types of variablesVideo lesson
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9Using VariablesVideo lesson
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10Logical Variables and OperatorsVideo lesson
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11The "While" LoopVideo lesson
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12Using the consoleVideo lesson
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13The "For" LoopVideo lesson
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14The "If" statementVideo lesson
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15Section RecapVideo lesson
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16HOMEWORK: Law of Large NumbersVideo lesson
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17Core Programming PrinciplesQuiz
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18Welcome to this section. This is what you will learn!Video lesson
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19What is a Vector?Video lesson
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20Let's create some vectorsVideo lesson
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21Using the [] bracketsVideo lesson
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22Vectorized operationsVideo lesson
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23The power of vectorized operationsVideo lesson
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24Functions in RVideo lesson
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25Packages in RVideo lesson
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26Section RecapVideo lesson
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27HOMEWORK: Financial Statement AnalysisVideo lesson
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28Fundamentals of RQuiz
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29Welcome to this section. This is what you will learn!Video lesson
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30Project Brief: Basketball TrendsVideo lesson
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31MatricesVideo lesson
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32Building Your First MatrixVideo lesson
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33Naming DimensionsVideo lesson
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34Colnames() and Rownames()Video lesson
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35Matrix OperationsVideo lesson
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36Visualizing With Matplot()Video lesson
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37SubsettingVideo lesson
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38Visualizing SubsetsVideo lesson
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39Creating Your First FunctionVideo lesson
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40Basketball InsightsVideo lesson
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41Section RecapVideo lesson
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42HOMEWORK: Basketball Free ThrowsVideo lesson
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43MatricesQuiz
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44Welcome to this section. This is what you will learn!Video lesson
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45Project Brief: Demographic AnalysisVideo lesson
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46Importing data into RVideo lesson
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47Exploring your datasetVideo lesson
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48Using the $ signVideo lesson
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49Basic operations with a Data FrameVideo lesson
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50Filtering a Data FrameVideo lesson
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51Introduction to qplotVideo lesson
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52Visualizing With Qplot: Part IVideo lesson
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53Building DataframesVideo lesson
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54Merging Data FramesVideo lesson
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55Visualizing With Qplot: Part IIVideo lesson
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56Section RecapVideo lesson
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57HOMEWORK: World TrendsVideo lesson
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58Data FramesQuiz
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59Welcome to this section. This is what you will learn!Video lesson
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60Project Brief: Movie RatingsVideo lesson
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61Grammar Of Graphics - GGPlot2Video lesson
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62What is a Factor?Video lesson
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63AestheticsVideo lesson
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64Plotting With LayersVideo lesson
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65Overriding AestheticsVideo lesson
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66Mapping vs SettingVideo lesson
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67Histograms and Density ChartsVideo lesson
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68Starting Layer TipsVideo lesson
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69Statistical TransformationsVideo lesson
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70Using FacetsVideo lesson
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71CoordinatesVideo lesson
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72Perfecting By Adding ThemesVideo lesson
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73Section RecapVideo lesson
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74HOMEWORK: Movie Domestic % GrossVideo lesson
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75Advanced Visualization With GGPlot2Quiz
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76Homework Solution Section 2: Law Of Large NumbersVideo lesson
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77Homework Solution Section 3: Financial Statement AnalysisVideo lesson
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78Homework Solution Section 4: Basketball Free ThrowsVideo lesson
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79Homework Solution Section 5: World TrendsVideo lesson
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80Homework Solution Section 6: Movie Domestic % Gross (Part 1)Video lesson
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81Homework Solution Section 6: Movie Domestic % Gross (Part 2)Video lesson
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82THANK YOU VideoVideo lesson