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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6Welcome to this section. This is what you will learn!Video lesson
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7Types of variablesVideo lesson
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8Using VariablesVideo lesson
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9Logical Variables and OperatorsVideo lesson
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10The "While" LoopVideo lesson
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11Using the consoleVideo lesson
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12The "For" LoopVideo lesson
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13The "If" statementVideo lesson
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14Section RecapVideo lesson
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15HOMEWORK: Law of Large NumbersVideo lesson
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16Core Programming PrinciplesQuiz
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17Welcome to this section. This is what you will learn!Video lesson
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18What is a Vector?Video lesson
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19Let's create some vectorsVideo lesson
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20Using the [] bracketsVideo lesson
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21Vectorized operationsVideo lesson
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22The power of vectorized operationsVideo lesson
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23Functions in RVideo lesson
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24Packages in RVideo lesson
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25Section RecapVideo lesson
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26HOMEWORK: Financial Statement AnalysisVideo lesson
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27Fundamentals of RQuiz
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28Welcome to this section. This is what you will learn!Video lesson
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29Project Brief: Basketball TrendsVideo lesson
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30MatricesVideo lesson
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31Building Your First MatrixVideo lesson
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32Naming DimensionsVideo lesson
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33Colnames() and Rownames()Video lesson
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34Matrix OperationsVideo lesson
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35Visualizing With Matplot()Video lesson
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36SubsettingVideo lesson
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37Visualizing SubsetsVideo lesson
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38Creating Your First FunctionVideo lesson
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39Basketball InsightsVideo lesson
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40Section RecapVideo lesson
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41HOMEWORK: Basketball Free ThrowsVideo lesson
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42MatricesQuiz
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43Welcome to this section. This is what you will learn!Video lesson
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44Project Brief: Demographic AnalysisVideo lesson
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45Importing data into RVideo lesson
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46Exploring your datasetVideo lesson
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47Using the $ signVideo lesson
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48Basic operations with a Data FrameVideo lesson
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49Filtering a Data FrameVideo lesson
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50Introduction to qplotVideo lesson
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51Visualizing With Qplot: Part IVideo lesson
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52Building DataframesVideo lesson
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53Merging Data FramesVideo lesson
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54Visualizing With Qplot: Part IIVideo lesson
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55Section RecapVideo lesson
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56HOMEWORK: World TrendsVideo lesson
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57Data FramesQuiz
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58Welcome to this section. This is what you will learn!Video lesson
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59Project Brief: Movie RatingsVideo lesson
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60Grammar Of Graphics - GGPlot2Video lesson
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61What is a Factor?Video lesson
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62AestheticsVideo lesson
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63Plotting With LayersVideo lesson
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64Overriding AestheticsVideo lesson
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65Mapping vs SettingVideo lesson
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66Histograms and Density ChartsVideo lesson
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67Starting Layer TipsVideo lesson
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68Statistical TransformationsVideo lesson
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69Using FacetsVideo lesson
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70CoordinatesVideo lesson
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71Perfecting By Adding ThemesVideo lesson
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72Section RecapVideo lesson
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73HOMEWORK: Movie Domestic % GrossVideo lesson
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74Advanced Visualization With GGPlot2Quiz
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75Homework Solution Section 2: Law Of Large NumbersVideo lesson
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76Homework Solution Section 3: Financial Statement AnalysisVideo lesson
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77Homework Solution Section 4: Basketball Free ThrowsVideo lesson
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78Homework Solution Section 5: World TrendsVideo lesson
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79Homework Solution Section 6: Movie Domestic % Gross (Part 1)Video lesson
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80Homework Solution Section 6: Movie Domestic % Gross (Part 2)Video lesson
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81THANK YOU VideoVideo lesson
