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