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

English | MP4 | AVC 1280×720 | AAC 44KHz 2ch | 10.5 Hours | 2.74 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 Exercise – Get Excited!

5 Some Additional Resources!!

**Core Programming Principles**

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

7 HOMEWORK Law of Large Numbers

8 Types of variables

9 Using Variables

10 Logical Variables and Operators

11 The While Loop

12 Using the console

13 The For Loop

14 The If statement

15 Section Recap

**Fundamentals Of R**

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

17 HOMEWORK Financial Statement Analysis

18 What is a Vector

19 Let’s create some vectors

20 Using the [] brackets

21 Vectorized operations

22 The power of vectorized operations

23 Functions in R

24 Packages in R

25 Section Recap

**Matrices**

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

27 Visualizing Subsets

28 Creating Your First Function

29 Basketball Insights

30 Section Recap

31 HOMEWORK Basketball Free Throws

32 Project Brief Basketball Trends

33 Matrices

34 Building Your First Matrix

35 Naming Dimensions

36 Colnames() and Rownames()

37 Matrix Operations

38 Visualizing With Matplot()

39 Subsetting

**Data Frames**

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

41 Building Dataframes

42 Merging Data Frames

43 Visualizing With Qplot Part II

44 Section Recap

45 HOMEWORK World Trends

46 Project Brief Demographic Analysis

47 Importing data into R

48 Exploring your dataset

49 Using the $ sign

50 Basic operations with a Data Frame

51 Filtering a Data Frame

52 Introduction to qplot

53 Visualizing With Qplot Part I

**Advanced Visualization With GGPlot2**

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

55 Starting Layer Tips

56 Statistical Transformations

57 Using Facets

58 Coordinates

59 Perfecting By Adding Themes

60 Section Recap

61 HOMEWORK Movie Domestic % Gross

62 Project Brief Movie Ratings

63 Grammar Of Graphics – GGPlot2

64 What is a Factor

65 Aesthetics

66 Plotting With Layers

67 Overriding Aesthetics

68 Mapping vs Setting

69 Histograms and Density Charts

**Homework Solutions**

70 Homework Solution Section 2 Law Of Large Numbers

71 Homework Solution Section 3 Financial Statement Analysis

72 Homework Solution Section 4 Basketball Free Throws

73 Homework Solution Section 5 World Trends

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

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

**Bonus Tutorials**

76 BoxPlots

77 YOUR SPECIAL BONUS

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