#### Section 1 : Introduction

 Lecture 1 Important - Download These First - Working Files Text Lecture 2 0101 Introduction And Course Overview 1:40 Lecture 3 0103 Installing R And R Studio Lecture 4 0104 Navigating R Studio 5:11 Lecture 5 0105 Packages 3:40 Lecture 6 0106 Assigning Variables 3:31 Lecture 7 0107 Numbers, Strings, And Booleans 5:26 Lecture 8 0108 Workspace Operations 5:26 Lecture 9 About Certification Pdf

#### Section 2 : Basic Operations And Manipulations

 Lecture 10 0201 Basic Operators Lecture 11 0202 Vectors 7:26 Lecture 12 0203 Sequences 4:45 Lecture 13 0204 Basic Statistical Functions 6:28 Lecture 14 0205 Matrices 6:51 Lecture 15 0206 Matrix Operations 5:29 Lecture 16 0207 Basic Matrix Statistics 4:12 Lecture 17 0208 Generating Random Numbers 8:1 Lecture 18 0209 String Functions 7:46 Lecture 19 0210 Dates And Times 7:56

#### Section 3 : Plotting

 Lecture 20 0301 Line Plots Lecture 21 0302 Plotting Arguments 4:31 Lecture 22 0303 Bar Graphs And Histogram 6:49 Lecture 23 0304 Scatter Plots 6:29 Lecture 24 0305 Probability Plots 6:34 Lecture 25 0306 Combining And Saving Plots 4:51

#### Section 4 : Working With Data

 Lecture 26 0401 Arrays 4:11 Lecture 27 0402 Lists 3:58 Lecture 28 0403 Data Frames 5:35 Lecture 29 0404 Data Import 5:34 Lecture 30 0405 Missing Data-Part 1 3:56 Lecture 31 0406 Missing Data - Part 2 4:10 Lecture 32 0407 Ordering And Sorting 4:17 Lecture 33 0408 Subsetting And Indexing 4:41 Lecture 34 0409 Merging Data 4:21 Lecture 35 0410 Examining Files And Objects 3:49

#### Section 5 : Data Analysis

 Lecture 37 0502 Apply Functions 3:38 Lecture 38 0503 Linear Models 6:8 Lecture 39 0504 Extracting Model Information 5:6 Lecture 40 0505 Principal Componant Analysis 2:49

#### Section 6 : Time Series Data

 Lecture 41 0601 XTS Objects Lecture 42 0602 ACF Plots 2:54 Lecture 43 0603 Decomposition 2:43 Lecture 44 0604 Exponential Smoothing 4:5 Lecture 45 0605 Rolling Function 4:26 Lecture 46 0606 ARIMA Models 4:36

#### Section 7 : Conditional Statements And Loops

 Lecture 47 0701 If Statements 5:59 Lecture 48 0702 For Loops 4:24 Lecture 49 0703 While Loops 3:2 Lecture 50 0704 Appending Loops 4:1

#### Section 8 : User-Defined Functions

 Lecture 51 0801 Writing Functions Lecture 52 0802 Debugging Functions 5:10 Lecture 53 0803 Recursive Functions 2:7

#### Section 9 : Saving Data

 Lecture 54 0901 Saving Different Types Of Data 2:2 Lecture 55 0902 Additional Resources 2:0