Udemy - Introduction To Statistics In R - A Practical Approach

Files:

• Get Bonus Downloads Here.url (0.2 KB)
~Get Your Files Here ! 1 - Introduction to Statistics and Basic Concepts
• 1 - Welcome Course Overview English.vtt (3.0 KB)
• 1 - Welcome Course Overview.mp4 (19.2 MB)
• 10 - Dataset.html (0.4 KB)
• 11 - Levels of Measurement.html (3.0 KB)
• 12 - Parameter vs Statistic English.vtt (6.8 KB)
• 12 - Parameter vs Statistic.mp4 (38.1 MB)
• 13 - Identify the Key Elements Scenario 1 English.vtt (4.3 KB)
• 13 - Identify the Key Elements Scenario 1.mp4 (35.4 MB)
• 14 - Identify the Key Elements Scenario 2 English.vtt (4.4 KB)
• 14 - Identify the Key Elements Scenario 2.mp4 (33.2 MB)
• 15 - Larger Samples More Reliable Results.html (1.7 KB)
• 16 - Mini-Project-Basic-Statistical-Concepts.pdf (399.8 KB)
• 16 - PDF Version Mini Project Identify the Elements.html (0.3 KB)
• 17 - Basic-Concepts-Badge.png (51.8 KB)
• 17 - Collect and Share Your Badge.html (0.4 KB)
• 2 - Desktop-Wallpaper.png (173.6 KB)
• 2 - Important Course Information and Resources.html (4.7 KB)
• 2 - Mobile-Wallpaper.png (121.9 KB)
• 3 - Introduction to Statistics as a Science English.vtt (1.7 KB)
• 3 - Introduction to Statistics as a Science.mp4 (6.7 MB)
• 4 - Handout-Basic-Statistical-Concepts.pdf (75.1 KB)
• 4 - PDF Resource Section Handout.html (0.2 KB)
• 5 - Population English.vtt (4.9 KB)
• 5 - Population.mp4 (33.8 MB)
• 6 - Sample and Sampling English.vtt (8.7 KB)
• 6 - Sample and Sampling.mp4 (64.5 MB)
• 7 - Biased Samples.html (2.3 KB)
• 8 - Bias in Research.html (0.8 KB)
• 9 - Variables and Data English.vtt (6.6 KB)
• 9 - Variables and Data.mp4 (34.7 MB)
10 - Introduction to Histograms
• 104 - Section Introduction English.vtt (0.0 KB)
• 104 - Section Introduction.mp4 (2.1 MB)
• 105 - Handout-Histograms.pdf (79.7 KB)
• 105 - PDF Resource Section Handout.html (0.2 KB)
• 106 - Importance of Graphs and Plots in Statistics English.vtt (3.5 KB)
• 106 - Importance of Graphs and Plots in Statistics.mp4 (12.7 MB)
• 107 - Graph vs Chart vs Plot.html (0.5 KB)
• 108 - Frequency Histograms.html (0.1 KB)
• 109 - Introduction to Histograms English.vtt (5.5 KB)
• 109 - Introduction to Histograms.mp4 (19.5 MB)
• 110 - Class Class Limits and Class Boundaries.html (1.5 KB)
• 111 - Interpret Histograms Examples and Practice English.vtt (7.6 KB)
• 111 - Interpret Histograms Examples and Practice.mp4 (26.1 MB)
• 112 - How to Make a Histogram Manually.html (1.3 KB)
• 113 - How to Create and Customize Histograms in R English.vtt (5.7 KB)
• 113 - How to Create and Customize Histograms in R.mp4 (42.1 MB)
• 114 - PDF Version Mini Project Wood for Sawmills.html (0.3 KB)
• 115 - Collect and Share Your Badge.html (0.4 KB)
• 115 - Histograms-Badge.png (48.8 KB)
• Mini Project - Histograms.pdf (407.1 KB)
• shipment_delivery_times.csv (0.3 KB)
11 - Quartiles and the Interquartile Range IQR
• 116 - Section Introduction English.vtt (0.0 KB)
• 116 - Section Introduction.mp4 (3.0 MB)
• 117 - Handout-Quartiles-and-the-IQR.pdf (93.1 KB)
• 117 - PDF Resource Section Handout.html (0.2 KB)
• 118 - Introduction to Quartiles English.vtt (4.0 KB)
• 118 - Introduction to Quartiles.mp4 (17.6 MB)
• 119 - How to Find Quartiles Manually in Small Datasets English.vtt (5.1 KB)
• 119 - How to Find Quartiles Manually in Small Datasets.mp4 (24.7 MB)
• 120 - How to find Quartiles in R English.vtt (4.0 KB)
• 120 - How to find Quartiles in R.mp4 (20.5 MB)
• 121 - Quantiles vs Quartiles.html (0.5 KB)
• 122 - How to Choose the Algorithm Used to Find Quartiles.html (1.5 KB)
• 123 - The Interquartile Range IQR English.vtt (3.2 KB)
• 123 - The Interquartile Range IQR.mp4 (11.3 MB)
• 124 - Find the Interquartile Range in R English.vtt (1.0 KB)
• 124 - Find the Interquartile Range in R.mp4 (6.5 MB)
• 125 - RealWorld Application of the IQR Outliers English.vtt (2.7 KB)
• 125 - RealWorld Application of the IQR Outliers.mp4 (10.0 MB)
• 126 - How to Identify Outliers Upper and Lower Thresholds English.vtt (8.6 KB)
• 126 - How to Identify Outliers Upper and Lower Thresholds.mp4 (40.7 MB)
• 127 - How to Find Upper and Lower Thresholds in R.html (1.1 KB)
• 128 - Quartiles and Percentiles.html (2.7 KB)
• 129 - PDF Version Mini Project Light Bulb Life.html (0.3 KB)
• 130 - Collect and Share Your Badge.html (0.4 KB)
• 130 - Quartiles-and-IQR-Badge.png (51.8 KB)
• Mini Project - Quartiles and the IQR.pdf (129.3 KB)
• fluorescent.csv (0.4 KB)
• halogen.csv (0.4 KB)
• incandescent.csv (0.4 KB)
12 - Box Plots BoxWhisker Plots
• (Horizontal) Box Plots Side by Side.R (0.2 KB)
• 131 - Section Introduction English.vtt (0.0 KB)
• 131 - Section Introduction.mp4 (2.7 MB)
• 132 - Handout-Box-Plots.pdf (101.2 KB)
• 132 - PDF Resource Section Handout.html (0.2 KB)
• 133 - Introduction to Box Plots English.vtt (6.0 KB)
• 133 - Introduction to Box Plots.mp4 (19.6 MB)
• 134 - Practice Analyze and Interpret Box Plots English.vtt (5.3 KB)
• 134 - Practice Analyze and Interpret Box Plots.mp4 (19.3 MB)
• 135 - How to Make a Box Plot in R English.vtt (3.8 KB)
• 135 - How to Make a Box Plot in R.mp4 (17.7 MB)
• 136 - Draw Box Plots Side by Side in R.html (4.1 KB)
• 137 - PDF Version Mini Project Analysis of House Prices.html (0.3 KB)
• 138 - Box-Plots-Badge.png (48.2 KB)
• 138 - Collect and Share Your Badge.html (0.4 KB)
• Box Plots Side by Side.R (0.2 KB)
• Mini Project - Box Plots.pdf (158.8 KB)
• Three Box Plots Side by Side.R (0.2 KB)
• dream_mountain.csv (0.4 KB)
• oak_tree.csv (0.3 KB)
• sunny_village.csv (0.4 KB)
13 - Course WrapUp Final Exam
• 1 - Final Exam.html (0.1 KB)
• 139 - Instructions for the Final Exam.html (2.0 KB)
• 140 - Congratulations Download Your Certificate of Completion and Badge.html (1.2 KB)
• 140 - Course-Completed-Badge.png (54.3 KB)
• 141 - Where To Go From Here.html (0.9 KB)
• 142 - Bonus Lecture.html (8.5 KB)
2 - Introduction to R and RStudio
• 18 - Section Introduction English.vtt (0.0 KB)
• 18 - Section Introduction.mp4 (1.7 MB)
• 19 - Downloading and Installing RStudio OpenSource Version English.vtt (1.7 KB)
• 19 - Downloading and Installing RStudio OpenSource Version.mp4 (14.5 MB)
• 20 - Handout-Basic-R-Commands-and-R-Studio.pdf (217.0 KB)
• 20 - PDF Resource Basic R Commands and R Studio.html (0.2 KB)
• 21 - Programming Basic Terminology.html (1.3 KB)
• 22 - Tour of RStudio Overview of the User Interface and Toolbars English.vtt (10.2 KB)
• 22 - Tour of RStudio Overview of the User Interface and Toolbars.mp4 (55.0 MB)
• 23 - Basic Functionality English.vtt (6.3 KB)
• 23 - Basic Functionality.mp4 (23.7 MB)
• 24 - What Is That Number Before the Output.html (1.7 KB)
• 25 - Factors in R.html (1.9 KB)
• 26 - Introduction to CSV Files English.vtt (4.1 KB)
• 26 - Introduction to CSV Files.mp4 (22.8 MB)
• 27 - How to Create CSV Files Using Google Sheets English.vtt (3.8 KB)
• 27 - How to Create CSV Files Using Google Sheets.mp4 (20.5 MB)
• 28 - How to Read CSV Files English.vtt (5.7 KB)
• 28 - How to Read CSV Files.mp4 (31.2 MB)
• 29 - Introduction to Data Frames English.vtt (6.5 KB)
• 29 - Introduction to Data Frames.mp4 (40.3 MB)
• 30 - How to Read the R Documentation and Comment R Code English.vtt (4.6 KB)
• 30 - How to Read the R Documentation and Comment R Code.mp4 (28.1 MB)
• 31 - How to Install Packages in R.html (2.0 KB)
• 32 - PDF Version Mini Project International Flights.html (0.3 KB)
• 33 - Collect and Share Your Badge.html (0.4 KB)
• 33 - Intro-to-R-Badge.png (46.4 KB)
• Mini Project - R Basics.pdf (240.6 KB)
• international_flights.csv (0.6 KB)
3 - Introduction to Frequency
• 34 - Section Introduction English.vtt (0.0 KB)
• 34 - Section Introduction.mp4 (1.8 MB)
• 35 - Handout-Frequency.pdf (125.4 KB)
• 35 - PDF Resource Section Handout.html (0.2 KB)
• 36 - Introduction to Frequency English.vtt (3.2 KB)
• 36 - Introduction to Frequency.mp4 (14.8 MB)
• 37 - Frequency Tables English.vtt (5.0 KB)
• 37 - Frequency Tables.mp4 (20.8 MB)
• 38 - Example of a Frequency Table.html (1.1 KB)
• 39 - Generate a Frequency Table in R English.vtt (4.2 KB)
• 39 - Generate a Frequency Table in R.mp4 (17.8 MB)
• 40 - Visualize Frequency with a Bar Plot English.vtt (9.3 KB)
• 40 - Visualize Frequency with a Bar Plot.mp4 (37.0 MB)
• 41 - Create a Bar Plot in R English.vtt (4.6 KB)
• 41 - Create a Bar Plot in R.mp4 (23.5 MB)
• 42 - Create a Bar Plot in R using barplot.html (1.2 KB)
• 43 - Grouped Data in a Frequency Table.html (1.7 KB)
• 44 - Generate a Frequency Table with Intervals in R.html (3.2 KB)
• 45 - Collect and Share Your Badge.html (0.4 KB)
• 45 - Frequency-Badge.png (47.9 KB)
• Frequency Table with Intervals in R.R (0.3 KB)
• earthquakes.csv (0.1 KB)
4 - Relative Frequency
• 46 - Section Introduction English.vtt (0.0 KB)
• 46 - Section Introduction.mp4 (2.3 MB)
• 47 - Introduction to Relative Frequency English.vtt (8.7 KB)
• 47 - Introduction to Relative Frequency.mp4 (42.3 MB)
• 48 - Relative Frequency Table Example.html (1.8 KB)
• 49 - Finding Relative Frequency in R English.vtt (3.4 KB)
• 49 - Finding Relative Frequency in R.mp4 (17.0 MB)
• 50 - Generate a Relative Frequency Table in R with Intervals.html (4.2 KB)
• 51 - Collect and Share Your Badge.html (0.4 KB)
• 51 - Relative-Frequency-Badge.png (51.6 KB)
• Relative Frequency Table with Intervals in R.R (0.4 KB)
• earthquakes.csv (0.1 KB)
5 - Cumulative Relative Frequency
• 52 - Section Introduction English.vtt (0.0 KB)
• 52 - Section Introduction.mp4 (2.5 MB)
• 53 - Introduction to Cumulative Relative Frequency English.vtt (6.7 KB)
• 53 - Introduction to Cumulative Relative Frequency.mp4 (34.3 MB)
• 54 - Find Cumulative Relative Frequency in R English.vtt (3.1 KB)
• 54 - Find Cumulative Relative Frequency in R.mp4 (18.9 MB)
• 55 - How to Find Relative Frequency from Cumulative Relative Frequency.html (2.5 KB)
• 56 - Cumulative Relative Frequency in R with Intervals.html (4.2 KB)
• 57 - Frequency vs Relative Frequency vs Cumulative Relative Frequency.html (1.4 KB)
• 58 - Mini-Project-Frequency.pdf (144.7 KB)
• 58 - PDF Version Mini Project Online Learning.html (0.3 KB)
• 59 - Collect and Share Your Badge.html (0.4 KB)
• 59 - Cumulative-Relative-Frequency-Badge.png (54.2 KB)
• Cum. Rel. Freq. with Intervals in R.R (0.5 KB)
• earthquakes.csv (0.1 KB)
6 - Measures of the Center of the Data Mean
• 60 - Section Introduction English.vtt (0.0 KB)
• 60 - Section Introduction.mp4 (2.1 MB)
• 61 - Handout-Measures-of-the-Center-of-the-Data.pdf (151.6 KB)
• 61 - PDF Resource Section Handout.html (0.2 KB)
• 62 - Why Do We Need to Know The Center of The Data English.vtt (1.8 KB)
• 62 - Why Do We Need to Know The Center of The Data.mp4 (5.4 MB)
• 63 - Math Notation Sigma.html (2.6 KB)
• 64 - Introduction to the Mean English.vtt (7.8 KB)
• 64 - Introduction to the Mean.mp4 (34.3 MB)
• 65 - Sample Mean vs Population Mean.html (1.8 KB)
• 66 - Find the Mean in R Approach 1 English.vtt (5.1 KB)
• 66 - Find the Mean in R Approach 1.mp4 (30.1 MB)
• 67 - Find the Mean in R Approach 2 English.vtt (4.8 KB)
• 67 - Find the Mean in R Approach 2.mp4 (26.3 MB)
• 68 - Find the Mean of Grouped Data.html (3.7 KB)
• 69 - Other Types of Mean.html (3.1 KB)
• 70 - Collect and Share Your Badge.html (0.4 KB)
• 70 - Mean-Badge.png (45.5 KB)
7 - Measures of the Center of the Data Median and Mode
• 71 - Section Introduction English.vtt (0.0 KB)
• 71 - Section Introduction.mp4 (2.3 MB)
• 72 - Introduction to the Median English.vtt (8.7 KB)
• 72 - Introduction to the Median.mp4 (31.5 MB)
• 73 - Find the Median in R English.vtt (1.7 KB)
• 73 - Find the Median in R.mp4 (9.7 MB)
• 74 - Median of Grouped Data.html (2.7 KB)
• 75 - Introduction to the Mode English.vtt (5.0 KB)
• 75 - Introduction to the Mode.mp4 (20.4 MB)
• 76 - When the Mode Doesnt Exist.html (0.4 KB)
• 77 - Find the Mode in R.html (3.2 KB)
• 78 - Mean vs Median vs Mode.html (1.1 KB)
• 79 - PDF Version Mini Project Black Friday Sales.html (0.3 KB)
• 80 - Collect and Share Your Badge.html (0.4 KB)
• 80 - Median-and-Mode-Badge.png (49.8 KB)
• Mini Project - Black Friday.pdf (297.4 KB)
• candy_historic_sales.csv (0.2 KB)
• find_modes.R (0.1 KB)
8 - Measures of the Spread of the Data Variance
• 81 - Quick Tip How to Leave or Update Your Review.html (1.4 KB)
• 82 - Section Introduction English.vtt (0.0 KB)
• 82 - Section Introduction.mp4 (1.8 MB)
• 83 - Handout-Measures-of-the-Spread-of-the-Data.pdf (149.5 KB)
• 83 - PDF Resource Section Handout.html (0.2 KB)
• 84 - Why do We Need The Spread of The Data English.vtt (4.5 KB)
• 84 - Why do We Need The Spread of The Data.mp4 (17.6 MB)
• 85 - Introduction to Variance English.vtt (7.1 KB)
• 85 - Introduction to Variance.mp4 (24.8 MB)
• 86 - Find the Variance First Approach English.vtt (5.6 KB)
• 86 - Find the Variance First Approach.mp4 (24.8 MB)
• 87 - Find the Variance in R First Approach English.vtt (3.8 KB)
• 87 - Find the Variance in R First Approach.mp4 (17.1 MB)
• 88 - Find the Variance Second Approach with Frequency Tables English.vtt (8.5 KB)
• 88 - Find the Variance Second Approach with Frequency Tables.mp4 (39.0 MB)
• 89 - Find the Variance in R Second Approach with Frequency Tables English.vtt (8.3 KB)
• 89 - Find the Variance in R Second Approach with Frequency Tables.mp4 (35.9 MB)
• 90 - Find the Variance of Grouped Data.html (3.2 KB)
• 91 - Population Variance vs Sample Variance.html (2.2 KB)
• 92 - Collect and Share Your Badge.html (0.4 KB)
• 92 - Variance-Badge.png (47.4 KB)
9 - Measures of the Spread of the Data Standard Deviation
• 100 - Skewness and Relative Location of the Mean Median and Mode.html (2.9 KB)
• 101 - Chebyshevs Theorem.html (0.8 KB)
• 102 - PDF Version Mini Project Waiting Times.html (0.3 KB)
• 103 - Collect and Share Your Badge.html (0.4 KB)
• 103 - Standard-Deviation-Badge.png (53.0 KB)
• 93 - Section Introduction English.vtt (0.0 KB)
• 93 - Section Introduction.mp4 (2.9 MB)
• 94 - Introduction to the Standard Deviation English.vtt (2.9 KB)
• 94 - Introduction to the Standard Deviation.mp4 (11.2 MB)
• 95 - Standard Deviation as a Measure of Distance from the Mean English.vtt (4.2 KB)
• 95 - Standard Deviation as a Measure of Distance from the Mean.mp4 (21.1 MB)
• 96 - Practice Standard Deviation as Reference English.vtt (4.0 KB)
• 96 - Practice Standard Deviation as Reference.mp4 (14.7 MB)
• 97 - Find the Standard Deviation in R English.vtt (1.7 KB)
• 97 - Find the Standard Deviation in R.mp4 (10.1 MB)
• 98 - Find the Standard Deviation of Grouped Frequency Tables.html (0.5 KB)
• 99 - Skewness English.vtt (2.8 KB)
• 99 - Skewness.mp4 (12.4 MB)
• Mini Project - Measures of the Spread of the Data.pdf (170.9 KB)
• waiting_times.csv (0.9 KB)
• Bonus Resources.txt (0.1 KB)