Udemy - R Programming - R Language for Absolute Beginners [FCS]

Files:

• [CourseClub.Me].url (0.1 KB)
• [FreeCourseSite.com].url (0.1 KB)
• [GigaCourse.Com].url (0.0 KB)

• 1 - Course Material.txt (0.1 KB)
• 1 - DareData Website.txt (0.0 KB)
• 1 - Ivos Github.txt (0.0 KB)
• 1 - LinkedIn Ivo.txt (0.0 KB)
• 1 - Welcome.mp4 (85.6 MB)
• 2 - Course Materials.html (0.6 KB)

• 48 - Course Break English.srt (3.6 KB)
• 48 - Course Break.mp4 (11.2 MB)

• 49 - Installing Libraries English.srt (13.9 KB)
• 49 - Installing Libraries.mp4 (85.8 MB)
• 50 - Loading Libraries English.srt (2.8 KB)
• 50 - Loading Libraries.mp4 (9.4 MB)

• 10 - Working with Data Frames Questions.html (0.0 KB)
• 51 - Introduction English.srt (3.1 KB)
• 51 - Introduction.mp4 (9.3 MB)
• 52 - Inspecting Data Frames English.srt (18.5 KB)
• 52 - Inspecting Data Frames.mp4 (89.0 MB)
• 53 - Filtering Data Frames English.srt (20.0 KB)
• 53 - Filtering Data Frames.mp4 (106.2 MB)
• 54 - Creating New Columns in a Data Frame English.srt (10.2 KB)
• 54 - Creating New Columns in a Data Frame.mp4 (55.5 MB)
• 55 - Apply Family English.srt (19.3 KB)
• 55 - Apply Family.mp4 (67.8 MB)
• 56 - New Column with Sapply English.srt (16.5 KB)
• 56 - New Column with Sapply.mp4 (84.7 MB)
• 57 - Aggregating and Sorting English.srt (13.9 KB)
• 57 - Aggregating and Sorting.mp4 (70.7 MB)
• 58 - Merging Data Frames English.srt (19.1 KB)
• 58 - Merging Data Frames.mp4 (89.5 MB)
• 59 - Extra Merging Data Frames using a SQLLike Library English.srt (5.6 KB)
• 59 - Extra Merging Data Frames using a SQLLike Library.mp4 (30.3 MB)
• 60 - Plotting Overview Base R English.srt (17.3 KB)
• 60 - Plotting Overview Base R.mp4 (87.0 MB)
• 60 - R Colors Cheatsheet.txt (0.1 KB)
• 61 - GGPlot 2 Overview English.srt (10.6 KB)
• 61 - GGPlot 2 Overview.mp4 (38.2 MB)
• 62 - Practical Exercises Time to test your skills on manipulating Data Frames.html (3.1 KB)

• 63 - Exploring Working Directories English.srt (15.7 KB)
• 63 - Exploring Working Directories.mp4 (75.4 MB)
• 64 - Loading CSV Files English.srt (10.4 KB)
• 64 - Loading CSV Files.mp4 (49.7 MB)
• 65 - Loading Excel xlsxlsx Files English.srt (13.5 KB)
• 65 - Loading Excel xlsxlsx Files.mp4 (296.8 MB)
• 66 - Loading data from a MySQL Database English.srt (17.6 KB)
• 66 - Loading data from a MySQL Database.mp4 (194.5 MB)

• 67 - Introduction English.srt (4.3 KB)
• 67 - Introduction.mp4 (20.3 MB)
• 68 - Loading the Data English.srt (5.6 KB)
• 68 - Loading the Data.mp4 (19.5 MB)
• 69 - Extracting the Number of Rows English.srt (1.6 KB)
• 69 - Extracting the Number of Rows.mp4 (5.1 MB)
• 70 - Checking the First Rows English.srt (1.3 KB)
• 70 - Checking the First Rows.mp4 (4.0 MB)
• 71 - Counting Rows by Store English.srt (2.2 KB)
• 71 - Counting Rows by Store.mp4 (7.5 MB)
• 72 - Converting to a Data Frame English.srt (1.9 KB)
• 72 - Converting to a Data Frame.mp4 (7.3 MB)
• 73 - Extracting the Store with most Rows English.srt (3.7 KB)
• 73 - Extracting the Store with most Rows.mp4 (12.5 MB)
• 74 - Summing up the Total Sales by Store English.srt (3.0 KB)
• 74 - Summing up the Total Sales by Store.mp4 (11.1 MB)
• 75 - Modifying Column Names English.srt (1.8 KB)
• 75 - Modifying Column Names.mp4 (6.1 MB)
• 76 - Plotting Total Sales per Store English.srt (3.9 KB)
• 76 - Plotting Total Sales per Store.mp4 (13.7 MB)
• 77 - Extracting the Mean of every Column English.srt (3.5 KB)
• 77 - Extracting the Mean of every Column.mp4 (12.4 MB)
• 78 - Creating a New Column English.srt (4.9 KB)
• 78 - Creating a New Column.mp4 (26.1 MB)
• 79 - Plotting the Sales by Date for a Specific Store.mp4 (111.4 MB)
• 80 - Using Ggplot to Enhance the Sales Plot English.srt (10.6 KB)
• 80 - Using Ggplot to Enhance the Sales Plot.mp4 (53.5 MB)
• 81 - Plotting the Sales By Date for Multiple Departments English.srt (19.4 KB)
• 81 - Plotting the Sales By Date for Multiple Departments.mp4 (99.4 MB)

• 82 - Reading the Crime Data Excel File English.srt (4.1 KB)
• 82 - Reading the Crime Data Excel File.mp4 (12.6 MB)
• 83 - Setting Column Names English.srt (2.4 KB)
• 83 - Setting Column Names.mp4 (7.8 MB)
• 84 - Building a Pipeline and Dropping Null Values English.srt (9.2 KB)
• 84 - Building a Pipeline and Dropping Null Values.mp4 (46.5 MB)
• 85 - Preparing Row Names English.srt (3.4 KB)
• 85 - Preparing Row Names.mp4 (13.5 MB)
• 86 - Drop Columns English.srt (5.1 KB)
• 86 - Drop Columns.mp4 (27.2 MB)
• 87 - Convert Data to Numeric English.srt (3.7 KB)
• 87 - Convert Data to Numeric.mp4 (18.9 MB)
• 88 - Assigning Row Names English.srt (2.6 KB)
• 88 - Assigning Row Names.mp4 (15.0 MB)
• 89 - Automating Column Selection English.srt (7.6 KB)
• 89 - Automating Column Selection.mp4 (37.7 MB)
• 90 - Hardcoded Selection vs Automated Rule Based Selection English.srt (3.4 KB)
• 90 - Hardcoded Selection vs Automated Rule Based Selection.mp4 (17.7 MB)
• 91 - Aggregating Data and Bar Plotting English.srt (15.0 KB)
• 91 - Aggregating Data and Bar Plotting.mp4 (77.5 MB)
• 92 - Creating a Data Pipeline Exercise.html (1.7 KB)

• 11 - Functions Questions.html (0.0 KB)
• 93 - Functions Intro English.srt (17.4 KB)
• 93 - Functions Intro.mp4 (57.2 MB)
• 94 - Functions Arguments English.srt (7.3 KB)
• 94 - Functions Arguments.mp4 (27.2 MB)
• 95 - Functions Control Flow Loops English.srt (15.3 KB)
• 95 - Functions Control Flow Loops.mp4 (59.5 MB)
• 96 - Functions Control Flow If Statements English.srt (8.5 KB)
• 96 - Functions Control Flow If Statements.mp4 (47.7 MB)
• 97 - Functions Control Flow While Loops English.srt (10.1 KB)
• 97 - Functions Control Flow While Loops.mp4 (36.1 MB)
• 98 - Functions Working with Data 1 English.srt (14.2 KB)
• 98 - Functions Working with Data 1.mp4 (69.0 MB)
• 99 - Functions Working with Data 2 English.srt (6.0 KB)
• 99 - Functions Working with Data 2.mp4 (28.4 MB)

• 100 - Visualizing Data Distributions English.srt (14.0 KB)
• 100 - Visualizing Data Distributions.mp4 (48.5 MB)
• 101 - Mean and Median English.srt (4.7 KB)
• 101 - Mean and Median.mp4 (20.9 MB)
• 102 - Mode English.srt (4.1 KB)
• 102 - Mode.mp4 (16.4 MB)
• 103 - Comparing Distributions English.srt (11.1 KB)
• 103 - Comparing Distributions.mp4 (60.5 MB)
• 104 - Spread of a Data Distribution English.srt (10.7 KB)
• 104 - Spread of a Data Distribution.mp4 (57.8 MB)
• 105 - Box Plot Explanation.txt (0.0 KB)
• 105 - Boxplots English.srt (10.0 KB)
• 105 - Boxplots.mp4 (51.4 MB)
• 106 - Detailed Feedback.html (0.4 KB)

• 107 - R for Data Science Course Preview English.srt (2.6 KB)
• 107 - R for Data Science Course Preview.mp4 (5.8 MB)
• 108 - Training a Linear Regression Using R English.srt (7.3 KB)
• 108 - Training a Linear Regression Using R.mp4 (30.7 MB)
• 109 - Training a Decision Tree using R English.srt (7.8 KB)
• 109 - Training a Decision Tree using R.mp4 (24.5 MB)

• 110 - Where to go from here Learning Paths after Learning R English.srt (5.0 KB)
• 110 - Where to go from here Learning Paths after Learning R.mp4 (11.1 MB)
• 111 - Bonus Section Other Courses and Resources.html (2.2 KB)
• 112 - Final Notes English.srt (0.8 KB)
• 112 - Final Notes.mp4 (15.8 MB)

• 1 - Basic Questions about R.html (0.1 KB)
• 3 - Installing R English.srt (8.8 KB)
• 3 - Installing R on WindowsMacUbuntu.txt (0.1 KB)
• 3 - Installing R.mp4 (35.3 MB)
• 3 - R Download Hyperlink.txt (0.0 KB)
• 3 - R Mac Os Download.txt (0.0 KB)
• 4 - Installing R Studio English.srt (10.7 KB)
• 4 - Installing R Studio.mp4 (50.9 MB)
• 4 - Installing R on Mac.txt (0.1 KB)
• 4 - R Studio Download Link.txt (0.0 KB)

• 2 - R as a Calculator Quiz.html (0.1 KB)
• 5 - Link to slides.txt (0.1 KB)
• 5 - Slides R as a Calculator and Vectors English.srt (20.5 KB)
• 5 - Slides R as a Calculator and Vectors.mp4 (56.5 MB)
• 6 - Course Scripts.txt (0.1 KB)
• 6 - Using R as a Calculator Simple Calculations English.srt (6.9 KB)
• 6 - Using R as a Calculator Simple Calculations.mp4 (24.3 MB)
• 7 - Using R as a Calculator Functions English.srt (5.8 KB)
• 7 - Using R as a Calculator Functions.mp4 (22.4 MB)
• 8 - Practical Exercises Time to test your skills.html (0.8 KB)
• 9 - Link to Exercise Solutions.html (0.5 KB)

• 10 - Creating Vectors and Knowing the Environment English.srt (11.3 KB)
• 10 - Creating Vectors and Knowing the Environment.mp4 (38.9 MB)
• 11 - Vector Indexing and Slicing.mp4 (91.0 MB)
• 12 - Calculations with Vectors English.srt (13.8 KB)
• 12 - Calculations with Vectors.mp4 (46.1 MB)
• 13 - More Functions and Dealing with Unexpected Values English.srt (15.0 KB)
• 13 - More Functions and Dealing with Unexpected Values.mp4 (53.4 MB)
• 14 - Comparison Operators English.srt (6.9 KB)
• 14 - Comparison Operators.mp4 (25.1 MB)
• 15 - Vectors Names Property English.srt (8.5 KB)
• 15 - Vectors Names Property.mp4 (30.8 MB)
• 16 - Modifying Vector Elements English.srt (8.7 KB)
• 16 - Modifying Vector Elements.mp4 (30.6 MB)
• 17 - Comparing R with Excel and SQL.mp4 (68.8 MB)
• 18 - Link to Solutions.txt (0.1 KB)
• 18 - TUTORIAL Completing and Debugging Coding Exercises on Udemy Platform English.srt (12.7 KB)
• 18 - TUTORIAL Completing and Debugging Coding Exercises on Udemy Platform.mp4 (60.0 MB)
• 19 - Practical Exercises Time to test your skills on Vectors.html (3.5 KB)
• 3 - R Vectors and the Environment.html (0.3 KB)

• 20 - Link to slides.txt (0.1 KB)
• 20 - Slides R Data Types English.srt (6.4 KB)
• 20 - Slides R Data Types.mp4 (16.7 MB)
• 21 - Underlying Data Types and Types at the Class Level English.srt (9.0 KB)
• 21 - Underlying Data Types and Types at the Class Level.mp4 (33.7 MB)
• 22 - Checking Data Types of Objects English.srt (6.2 KB)
• 22 - Checking Data Types of Objects.mp4 (23.8 MB)
• 23 - Converting Data Types English.srt (10.7 KB)
• 23 - Converting Data Types.mp4 (40.0 MB)
• 24 - Introduction to Factors English.srt (12.0 KB)
• 24 - Introduction to Factors.mp4 (43.6 MB)
• 25 - Dealing with Dates English.srt (16.8 KB)
• 25 - Dealing with Dates.mp4 (59.0 MB)
• 25 - R Date Formats.txt (0.1 KB)
• 26 - Practical Exercises Time to test your skills on Data Types.html (1.7 KB)
• 4 - R Data Types.html (0.1 KB)

• 27 - Link to slides.txt (0.1 KB)
• 27 - Slides Arrays and Matrices English.srt (9.7 KB)
• 27 - Slides Arrays and Matrices.mp4 (26.0 MB)
• 28 - Creating Arrays English.srt (13.8 KB)
• 28 - Creating Arrays.mp4 (44.1 MB)
• 29 - Indexing and Modifying Arrays English.srt (10.8 KB)
• 29 - Indexing and Modifying Arrays.mp4 (37.9 MB)
• 30 - Array Operations English.srt (9.0 KB)
• 30 - Array Operations.mp4 (30.5 MB)
• 31 - Array Dimnames Property English.srt (12.9 KB)
• 31 - Array Dimnames Property.mp4 (47.9 MB)
• 32 - Combining Arrays English.srt (5.1 KB)
• 32 - Combining Arrays.mp4 (18.2 MB)
• 33 - Practical Exercises Time to test your skills on Arrays.html (3.3 KB)
• 5 - Arrays Quiz.html (0.1 KB)

• 34 - Creating Matrices English.srt (8.7 KB)
• 34 - Creating Matrices.mp4 (31.6 MB)
• 35 - Matrix Operations English.srt (13.3 KB)
• 35 - Matrix Operations.mp4 (71.0 MB)
• 36 - Practical Exercises Time to test your skills on Matrices.html (1.8 KB)
• 6 - Matrices Quiz.html (0.1 KB)

• 37 - Link to slides.txt (0.1 KB)
• 37 - Slides Data Frames & Lists English.srt (18.5 KB)
• 37 - Slides Data Frames & Lists.mp4 (58.1 MB)
• 38 - Creating a Data Frame English.srt (12.8 KB)
• 38 - Creating a Data Frame.mp4 (63.5 MB)
• 39 - Indexing and Modifying Data Frames English.srt (3.8 KB)
• 39 - Indexing and Modifying Data Frames.mp4 (21.4 MB)
• 40 - Expanding Data Frames English.srt (5.7 KB)
• 40 - Expanding Data Frames.mp4 (23.9 MB)
• 41 - Removing Elements from Data Frames English.srt (3.5 KB)
• 41 - Removing Elements from Data Frames.mp4 (15.5 MB)
• 7 - Data Frames Questions.html (0.1 KB)

• 42 - Creating Lists English.srt (11.2 KB)
• 42 - Creating Lists.mp4 (45.3 MB)
• 43 - List Indexing English.srt (10.6 KB)
• 43 - List Indexing.mp4 (38.5 MB)
• 44 - Changing and Adding elements to Lists English.srt (7.4 KB)
• 44 - Changing and Adding elements to Lists.mp4 (25.7 MB)
• 45 - Deleting List Elements English.srt (3.9 KB)
• 45 - Deleting List Elements.mp4 (21.2 MB)
• 46 - Combining Lists English.srt (5.4 KB)
• 46 - Combining Lists.mp4 (19.2 MB)
• 47 - Practical Exercises Time to test your skills on Lists.html (2.3 KB)
• 8 - Lists Questions.html (0.1 KB)