#### Section 1 : Hit The Ground Running

 lecture 1 INTRODUCTION TO BRAINMEASURES PROCTOR SYSTEM Pdf lecture 2 INTRODUCTION TO BRAINMEASURES PROCTOR SYSTEM Pdf lecture 3 Installing R and R Studio (MAC & Windows 6:48 lecture 4 Exercise - Get Excited! 7:37

#### Section 2 : Core Programming Principles

 lecture 5 Welcome to this section. This is what you will lea 1:11 lecture 6 Types of variables 9:58 lecture 7 Using Variables 10:10 lecture 8 Logical Variables and Operators 7:27 lecture 9 The -While- Loop 7:13 lecture 10 Using the console 3:43 lecture 11 The -For-Loop 5:12 lecture 12 The -If- statement 11:59 lecture 13 Section Recap 5:22 lecture 14 HOMEWORK- Law of Large Numbers 15:13

#### Section 3 : Fundamentals Of R

 lecture 15 Welcome to this section. This is what you will lea 1:4 lecture 16 What is a Vector 4:17 lecture 17 Let's create some vectors 13:12 lecture 18 Using the [] brackets 10:31 lecture 19 Vectorized operations 5:49 lecture 20 The power of vectorized operations 16:22 lecture 21 Functions in R 17:59 lecture 22 Packages in R 9:20 lecture 23 Section Recap 6:19 lecture 24 HOMEWORK- Financial Statement Analysis 7:43

#### Section 4 : Matrices

 lecture 25 Welcome to this section. This is what you will lea 1:11 lecture 26 Project Brief- Basketball Trends 9:23 lecture 27 Matrices 6:31 lecture 28 Building Your First Matrix 13:42 lecture 29 Naming Dimensions 3:35 lecture 30 Colnames() and Rownames() 10:2 lecture 31 Matrix Operations 6:13 lecture 32 Visualizing With Matplot() 11:42 lecture 33 Subsetting 9:20 lecture 34 Visualizing Subsets 4:14 lecture 35 Creating Your First Function 8:47 lecture 36 Basketball Insights 12:38 lecture 37 Section Recap 6:4 lecture 38 HOMEWORK- Basketball Free Throws 7:13

#### Section 5 : Data Frames

 lecture 39 Welcome to this section. This is what you will lea 1:47 lecture 40 Project Brief-Demographic Analysis 4:17 lecture 41 Importing data into R 5:52 lecture 42 Exploring your dataset 10:19 lecture 43 Using the \$ sign 6:23 lecture 44 Basic operations with a Data Frame 9:48 lecture 45 Filtering a Data Frame 9:4 lecture 46 Introduction to qplot 9:9 lecture 47 Visualizing With Qplot- Part I 6:23 lecture 48 Building Dataframes.mp4_2 10:3 lecture 49 Merging Data Frames 7:38 lecture 50 Visualizing With Qplot- Part II 6:51 lecture 51 Section Recap 7:20 lecture 52 HOMEWORK- World Trends 6:17

#### Section 6 : Advanced Visualization With GGPlot2

 lecture 53 Welcome to this section. This is what you will lea 1:23 lecture 54 Project Brief-Movie Ratings 4:3 lecture 55 Grammar Of Graphics - GGPlot2 11:26 lecture 56 What is a Factor 6:26 lecture 57 Aesthetics 6:25 lecture 58 Plotting With Layers 4:49 lecture 59 Overriding Aesthetics 7:20 lecture 60 Mapping vs Setting 7:30 lecture 61 Histograms and Density Charts 6:28 lecture 62 Starting Layer Tips 8:8 lecture 63 Statistical Transformations 9:55 lecture 64 Using Facets 8:56 lecture 65 Coordinates 9:39 lecture 66 Perfecting By Adding Themes 10:20 lecture 67 Section Recap 9:51 lecture 68 HOMEWORK- Movie Domestic % Gross 7:6

#### Section 7 : Homework Solutions

 lecture 69 Homework Solution Section 2- Law Of Large Numbers 12:2 lecture 70 Homework Solution Section 3- Financial Statement A 18:36 lecture 71 Homework Solution Section 4- Basketball Free Throw 16:11 lecture 72 Homework Solution Section 5- World Trends 16:31 lecture 73 Homework Solution Section 6- Movie Domestic % Gros 11:41 lecture 74 Homework Solution Section 6- Movie Domestic % Gros 11:9

#### Section 8 : Bonus Tutorials

 lecture 75 BoxPlots 13:33