#### Section 1 : Getting Started

 Lecture 1 Introduction to R 13:40 Lecture 2 About Certification Pdf Lecture 3 Section 1 Material Pdf

#### Section 2 : Your first R Session

 Lecture 4 Finding your way around R Lecture 5 .Exercise Answers - Finding your way around R 2:45 Lecture 6 Basic Commands 8:7 Lecture 7 Exercise Answers - Basic Commands 2:40 Lecture 8 Operators 4:36 Lecture 9 Exercise Answers - Operators 2:9 Lecture 10 Miscellaneous 9:22 Lecture 11 Exercise Answers - Miscellaneous 2:7 Lecture 12 Intro to R Studio Lecture 13 Section 2 Material Pdf

#### Section 3 : Basics - Objects and Data Types

 Lecture 14 Data Types 12:6 Lecture 15 Exercise Answers - Data Types 3:42 Lecture 16 Object Types 15:44 Lecture 17 Exercise Answers - Object Types 1:30 Lecture 18 Vectors 11:20 Lecture 19 Exercise Answers - Vectors 1:43 Lecture 20 Arrays and Matrices 14:51 Lecture 21 Exercise Answers - Arrays and Matrices 2:59 Lecture 22 Factors and Lists 7:17 Lecture 23 Exercise Answers - Factors and Lists 6:34 Lecture 24 Data Frames and Tables 9:49 Lecture 25 Exercise Answers - Data Frames and Tables 5:15 Lecture 26 Section 3 Material Pdf

#### Section 4 : Importing Data into R

 Lecture 27 Text Files Lecture 28 Exercise Answers - Text File 1:32 Lecture 29 Spreadsheets - Excel Files 4:25 Lecture 30 Exercise Answers - Excel Files 2:27 Lecture 31 Section 4 Material Pdf

#### Section 5 : Data MiningManipulation

 Lecture 32 Vector Operations 14:26 Lecture 33 Exercise Answers - Vector Operations 3:13 Lecture 34 Array Operations 10:50 Lecture 35 Exercise Answers - Array Operations 3:14 Lecture 36 Matrix Operations 11:53 Lecture 37 Exercise Answers - Matrix Operations 3:31 Lecture 38 Data Frame Operations 14:5 Lecture 39 Exercise Answers - Data Frame Operation 3:50 Lecture 40 Factor Operations 11:13 Lecture 41 Exercise Answers - Factor Operations 3:32 Lecture 42 Operations on Text 11:47 Lecture 43 Exercise Answers - Operations on Text 2:42 Lecture 44 Operations on Dates 12:20 Lecture 45 Exercise Answers - Operations on Dates 3:23 Lecture 46 Section 5 Material Pdf

#### Section 6 : Loops and Conditions

 Lecture 47 Loops and Conditions 7:35 Lecture 48 Section 6 Materia Pdf

#### Section 7 : Statistics

 Lecture 49 Descriptive Statistics Lecture 50 Exercise Answers - Descriptive Statistics 3:29 Lecture 51 Probability Distributions 10:53 Lecture 52 Exercise Answers - Probability Distribution 1:27 Lecture 53 Hypothesis Testing - One and Two Sample T-tests 12:28 Lecture 54 Exercise Answers - Hypothesis Testing - One and Tw 3:22 Lecture 55 Hypothesis Testing - KS-test and F-test 6:12 Lecture 56 Exercise Answers - Hypothesis Testing - KS-test an 1:38 Lecture 57 Linear Modeling - Working with Formula Objects 8:24 Lecture 58 Exercise Answers - Linear Modeling - Working with 1:53 Lecture 59 Linear Modeling - Generating a Linear Model 10:36 Lecture 60 Exercise Answers - Linear Modeling - Generating a 4:19 Lecture 61 Linear Modeling - Updating a Linear Model 4:31 Lecture 62 Exercise Answers - Linear Modeling - Updating a L 1:37 Lecture 63 Generalized Linear Models 8:1 Lecture 64 Non-Linear Regression 8:10 Lecture 65 Exercise Answers - Non Linear Regression 2:22 Lecture 66 Tree Models 8:15 Lecture 67 Exercise Answers - Tree Models 14:2

#### Section 8 : Graphics

 Lecture 68 Univariate-Plots-Part-I-Exercise Pdf Lecture 69 Univariate Plots - I 4:10 Lecture 70 Exercise Answers - Univariate Plots - I 3:53 Lecture 71 Univariate Plots - II 13:25 Lecture 72 Exercise Answers - Univariate Plots - II 2:30 Lecture 73 Multivariate Plots - I 14:32 Lecture 74 Exercise Answers - Multivariate Plots - I 4:25 Lecture 75 Multivariate Plots - II 11:42 Lecture 76 Exercise Answers - Multivariate Plots - II 3:58 Lecture 77 Formatting a Plot - Points 9:38 Lecture 78 Exercise Answers - Formatting a Plot - Points 3:58 Lecture 79 Formatting a Plot - Lines 9:3 Lecture 80 Exercise Answers - Formatting a Plot - Lines 2:38 Lecture 81 Formatting a Plot - Regions and Layout 12:57 Lecture 82 Formatting a Plot - Axes1 10:40 Lecture 83 Exercise Answers - Formatting a Plot - Axes 1:30 Lecture 84 Formatting a Plot - Text 10:22 Lecture 85 Exercise Answers - Formatting a Plot - Text 2:7 Lecture 86 Formatting a Plot - Color 6:9 Lecture 87 Exercise Answers - Formatting a Plot - Color 2:7 Lecture 88 Miscellaneous 5:12 Lecture 89 Exercise Answers - Miscellaneous 1:3 Lecture 90 Section 8 Material Pdf

#### Section 9 : Exporting Data out of R

 Lecture 91 Text files 6:12 Lecture 92 Exercise Answers - Text Files 2:38 Lecture 93 Graphics 4:16 Lecture 94 Exercise Answers - Graphics 5:52 Lecture 95 Section 9 Material Pdf

#### Section 10 : Working with Functions

 Lecture 96 Creating Functions 5:26 Lecture 97 Exercise Answers - Creating Functions 2:8 Lecture 98 Arguments of a Function 14:38 Lecture 99 Exercise Answers - Arguments of a Function 2:59 Lecture 100 Others 6:42 Lecture 101 Exercise Answers - Others 4:42 Lecture 102 Section 10 Material Pdf