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