**R Programming A-Z™: R For Data Science With Real Exercises!**

English | MP4 | AVC 1920×1080 | AAC 44KHz 2ch | 10.5 Hours | 6.73 GB

Learn Programming In R And R Studio. Data Analytics, Data Science, Statistical Analysis, Packages, Functions, GGPlot2

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!

What you’ll learn

- Learn to program in R at a good level
- Learn how to use R Studio
- Learn the core principles of programming
- Learn how to create vectors in R
- Learn how to create variables
- Learn about integer, double, logical, character and other types in R
- Learn how to create a while() loop and a for() loop in R
- Learn how to build and use matrices in R
- Learn the matrix() function, learn rbind() and cbind()
- Learn how to install packages in R
- Learn how to customize R studio to suit your preferences
- Understand the Law of Large Numbers
- Understand the Normal distribution
- Practice working with statistical data in R
- Practice working with financial data in R
- Practice working with sports data in R

**Table of Contents**

**Hit The Ground Running**

1 Welcome to the R Programming Course!

2 Updates on Udemy Reviews

3 Installing R and R Studio (MAC & Windows)

4 BONUS Learning Paths

5 Exercise – Get Excited!

6 Get the materials

7 Some Additional Resources!!

8 BONUS Interview with Hadley Wickham

9 Your Shortcut To Becoming A Better Data Scientist!

**Core Programming Principles**

10 Welcome to this section. This is what you will learn!

11 Types of variables

12 Using Variables

13 Logical Variables and Operators

14 The While Loop

15 Using the console

16 The For Loop

17 The If statement

18 Section Recap

19 HOMEWORK Law of Large Numbers

**Fundamentals Of R**

20 Welcome to this section. This is what you will learn!

21 What is a Vector

22 Let’s create some vectors

23 Using the [] brackets

24 Vectorized operations

25 The power of vectorized operations

26 Functions in R

27 Packages in R

28 Section Recap

29 HOMEWORK Financial Statement Analysis

**Matrices**

30 Welcome to this section. This is what you will learn!

31 Project Brief Basketball Trends

32 Matrices

33 Building Your First Matrix

34 Naming Dimensions

35 Colnames() and Rownames()

36 Matrix Operations

37 Visualizing With Matplot()

38 Subsetting

39 Visualizing Subsets

40 Creating Your First Function

41 Basketball Insights

42 Section Recap

43 HOMEWORK Basketball Free Throws

**Data Frames**

44 Welcome to this section. This is what you will learn!

45 Project Brief Demographic Analysis

46 Importing data into R

47 Exploring your dataset

48 Using the $ sign

49 Basic operations with a Data Frame

50 Filtering a Data Frame

51 Introduction to qplot

52 Visualizing With Qplot Part I

53 Building Dataframes

54 Merging Data Frames

55 Visualizing With Qplot Part II

56 Section Recap

57 HOMEWORK World Trends

**Advanced Visualization With GGPlot2**

58 Welcome to this section. This is what you will learn!

59 Project Brief Movie Ratings

60 Grammar Of Graphics – GGPlot2

61 What is a Factor

62 Aesthetics

63 Plotting With Layers

64 Overriding Aesthetics

65 Mapping vs Setting

66 Histograms and Density Charts

67 Starting Layer Tips

68 Statistical Transformations

69 Using Facets

70 Coordinates

71 Perfecting By Adding Themes

72 Section Recap

73 HOMEWORK Movie Domestic % Gross

**Homework Solutions**

74 Homework Solution Section 2 Law Of Large Numbers

75 Homework Solution Section 3 Financial Statement Analysis

76 Homework Solution Section 4 Basketball Free Throws

77 Homework Solution Section 5 World Trends

78 Homework Solution Section 6 Movie Domestic % Gross (Part 1)

79 Homework Solution Section 6 Movie Domestic % Gross (Part 2)

80 THANK YOU bonus video

**Bonus Tutorials**

81 BoxPlots

82 YOUR SPECIAL BONUS

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